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Yongyang Cai

Citations

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RePEc Biblio mentions

As found on the RePEc Biblio, the curated bibliography of Economics:
  1. Yongyang Cai & Thomas S. Lontzek, 2019. "The Social Cost of Carbon with Economic and Climate Risks," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2684-2734.

    Mentioned in:

    1. > Environmental and Natural Resource Economics > Climate economics > Impacts of climate change > Social cost of carbon

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Yongyang Cai & Thomas S. Lontzek, 2019. "The Social Cost of Carbon with Economic and Climate Risks," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2684-2734.

    Mentioned in:

    1. The Social Cost of Carbon with Economic and Climate Risks (JPE 2019) in ReplicationWiki ()

Working papers

  1. Yongyang Cai & William Brock & Anastasios Xepapadeas, 2022. "Climate Change Impact on Economic Growth: Regional Climate Policy under Cooperation and Noncooperation," DEOS Working Papers 2214, Athens University of Economics and Business.

    Cited by:

    1. Ye, Huiying & Liao, Hua & Zheng, Guoliang & Peng, Ying, 2024. "Industrialization, environmental externality, and climate mitigation strategies," Economic Modelling, Elsevier, vol. 139(C).
    2. Yongyang Cai & Khyati Malik & Hyeseon Shin, 2023. "Dynamics of Global Emission Permit Prices and Regional Social Cost of Carbon under Noncooperation," Papers 2312.15563, arXiv.org, revised Jan 2026.
    3. Brock, William A. & Miller, J. Isaac, 2024. "Polar amplification in a moist energy balance model: A structural econometric approach to estimation and testing," Journal of Econometrics, Elsevier, vol. 245(1).
    4. Anastasios Xepapadeas, 2022. "On the optimal management of environmental stock externalities," DEOS Working Papers 2216, Athens University of Economics and Business.
    5. Otto, Christian & Schult, Christoph & Vogt, Thomas, 2025. "Climate change economics in Vietnam: Redefining economic impact," IWH Discussion Papers 15/2025, Halle Institute for Economic Research (IWH).
    6. Yongyang Cai & Anastasios Xepapadeas & Aart de Zeeuw, 2025. "Solving Nash Equilibria in Nonlinear Differential Games for Common-Pool Resources," Papers 2506.06646, arXiv.org.
    7. Fangzhi Wang & Hua Liao & Richard S. J. Tol, 2023. "Baumol's Climate Disease," Papers 2312.00160, arXiv.org.
    8. Aluwani Tagwi, 2022. "The Impacts of Climate Change, Carbon Dioxide Emissions (CO 2 ) and Renewable Energy Consumption on Agricultural Economic Growth in South Africa: ARDL Approach," Sustainability, MDPI, vol. 14(24), pages 1-25, December.
    9. Deng, Huai & Wu, Xianhua & Xu, Hui & Zhang, Dawei, 2024. "Aggregated economic damages and the role of dynamic carbon tax under climate change: A dynamic general equilibrium model," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1099-1119.

  2. Yongyang Cai & Kenneth L. Judd, 2021. "A Simple but Powerful Simulated Certainty Equivalent Approximation Method for Dynamic Stochastic Problems," NBER Working Papers 28502, National Bureau of Economic Research, Inc.

    Cited by:

    1. Braga, Joao Paulo & Chen, Pu & Semmler, Willi, 2025. "Central banks, climate risks, and energy transition—a dynamic macro model and econometric evidence," Macroeconomic Dynamics, Cambridge University Press, vol. 29, pages 1-1, January.
    2. Yongyang Cai, 2025. "Modeling Uncertainty in Integrated Assessment Models," Papers 2511.00378, arXiv.org.

  3. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.

    Cited by:

    1. Atsu, Francis & Adams, Samuel, 2021. "Energy consumption, finance, and climate change: Does policy uncertainty matter?," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 490-501.
    2. Laurence J. Kotlikoff & Felix Kubler & Andrey Polbin & Simon Scheidegger, 2020. "Pareto-Improving Carbon-Risk Taxation," NBER Working Papers 26919, National Bureau of Economic Research, Inc.
    3. Antonios Persakis, 2024. "The impact of climate policy uncertainty on ESG performance, carbon emission intensity and firm performance: evidence from Fortune 1000 firms," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 24031-24081, September.
    4. Lisa Keding & Marten C. Ritterrath, 2025. "Inventors' Personal Experience of Natural Disasters and Green Innovation," ECONtribute Discussion Papers Series 380, University of Bonn and University of Cologne, Germany.
    5. Ernst, Anne & Hinterlang, Natascha & Mahle, Alexander & Stähler, Nikolai, 2022. "Carbon pricing, border adjustment and climate clubs: An assessment with EMuSe," Discussion Papers 25/2022, Deutsche Bundesbank.
    6. Hinterlang, Natascha & Martin, Anika & Röhe, Oke & Stähler, Nikolai & Strobel, Johannes, 2021. "Using energy and emissions taxation to finance labor tax reductions in a multi-sector economy: An assessment with EMuSe," Discussion Papers 50/2021, Deutsche Bundesbank.

  4. Cai,Yongyang & Steinbuks,Jevgenijs & Judd,Kenneth L. & Jaegermeyr,Jonas & Hertel,Thomas W., 2020. "Modeling Uncertainty in Large Natural Resource Allocation Problems," Policy Research Working Paper Series 9159, The World Bank.

    Cited by:

    1. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.

  5. Yongyang Cai & Kenneth Judd & Rong Xu, 2020. "Numerical Solution of Dynamic Portfolio Optimization with Transaction Costs," Papers 2003.01809, arXiv.org.

    Cited by:

    1. Najafi, Amir Abbas & Pourahmadi, Zahra, 2016. "An efficient heuristic method for dynamic portfolio selection problem under transaction costs and uncertain conditions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 448(C), pages 154-162.
    2. Yongyang Cai & Kenneth Judd & Jevgenijs Steinbuks, 2015. "A Nonlinear Certainty Equivalent Approximation Method for Dynamic Stochastic Problems," NBER Working Papers 21590, National Bureau of Economic Research, Inc.
    3. Yongyang Cai & Kenneth Judd, 2015. "Dynamic programming with Hermite approximation," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 81(3), pages 245-267, June.
    4. Daniel Dimitrov, 2022. "Intergenerational Risk Sharing with Market Liquidity Risk," Tinbergen Institute Discussion Papers 22-028/VI, Tinbergen Institute.
    5. Alet Roux & Zhikang Xu, 2019. "Optimal investment and contingent claim valuation with exponential disutility under proportional transaction costs," Papers 1909.06260, arXiv.org, revised May 2021.
    6. Rongju Zhang & Nicolas Langren'e & Yu Tian & Zili Zhu & Fima Klebaner & Kais Hamza, 2016. "Dynamic portfolio optimization with liquidity cost and market impact: a simulation-and-regression approach," Papers 1610.07694, arXiv.org, revised Jun 2019.
    7. Peter Schober & Julian Valentin & Dirk Pflüger, 2022. "Solving High-Dimensional Dynamic Portfolio Choice Models with Hierarchical B-Splines on Sparse Grids," Computational Economics, Springer;Society for Computational Economics, vol. 59(1), pages 185-224, January.
    8. Sabastine Mushori & Delson Chikobvu, 2016. "A Stochastic Multi-stage Trading Cost model in optimal portfolio selection," EERI Research Paper Series EERI RP 2016/23, Economics and Econometrics Research Institute (EERI), Brussels.
    9. Areski Cousin & J'er^ome Lelong & Tom Picard, 2023. "Mean-variance dynamic portfolio allocation with transaction costs: a Wiener chaos expansion approach," Papers 2305.16152, arXiv.org, revised Jun 2023.
    10. Kumar Yashaswi, 2021. "Deep Reinforcement Learning for Portfolio Optimization using Latent Feature State Space (LFSS) Module," Papers 2102.06233, arXiv.org.
    11. Daniel Dimitrov, 2025. "Untangling Illiquidity: Optimal Asset Allocation with Private Asset Classes," Working Papers 827, DNB.
    12. Yongyang Cai & Kenneth Judd & Greg Thain & Stephen Wright, 2015. "Solving Dynamic Programming Problems on a Computational Grid," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 261-284, February.

  6. Yongyang Cai & William Brock & Anastasios Xepapadeas & Kenneth Judd, 2019. "Climate Policy under Spatial Heat Transport: Cooperative and Noncooperative Regional Outcomes," Papers 1909.04009, arXiv.org.

    Cited by:

    1. Yongyang Cai & William Brock & Anastasios Xepapadeas, 2022. "Climate Change Impact on Economic Growth: Regional Climate Policy under Cooperation and Noncooperation," DEOS Working Papers 2214, Athens University of Economics and Business.
    2. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.
    3. Wagener, Florian & de Zeeuw, Aart, 2021. "Stable partial cooperation in managing systems with tipping points," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    4. William Brock & Anastasios Xepapadeas, 2020. "Regional climate policy under deep uncertainty: robust control and distributional concerns," DEOS Working Papers 2009, Athens University of Economics and Business.
    5. William Brock & Anastasios Xepapadeas, 2020. "Spatial Environmental and Resource Economics," DEOS Working Papers 2002, Athens University of Economics and Business.

  7. Elizabeth Baldwin & Yongyang Cai & Karlygash Kuralbayeva, 2018. "To Build or Not to Build? Capital Stocks and Climate Policy," CESifo Working Paper Series 6884, CESifo.

    Cited by:

    1. Schreiner, Lena & Madlener, Reinhard, 2022. "Investing in power grid infrastructure as a flexibility option: A DSGE assessment for Germany," Energy Economics, Elsevier, vol. 107(C).
    2. Rick van der Ploeg & Armon Rezai, 2019. "Stranded Assets in the Transition to a Carbon-Free Economy," CESifo Working Paper Series 8025, CESifo.
    3. Fried, Stephie & Novan, Kevin & Peterman, William B., 2022. "Climate policy transition risk and the macroeconomy," European Economic Review, Elsevier, vol. 147(C).
    4. Nemet, Gregory F. & Lu, Jiaqi & Rai, Varun & Rao, Rohan, 2020. "Knowledge spillovers between PV installers can reduce the cost of installing solar PV," Energy Policy, Elsevier, vol. 144(C).
    5. Inge van den Bijgaart & Mauricio Rodriguez, 2020. "Closing Wells; Fossil Exploration and Abandonment in the Energy Transition," CESifo Working Paper Series 8453, CESifo.
    6. Campiglio, Emanuele & van der Ploeg, Frederick, 2021. "Macro-Financial Transition Risks in the Fight Against Global Warming," RFF Working Paper Series 21-15, Resources for the Future.
    7. Yang, Zhenbing & Shao, Shuai & Yang, Lili, 2021. "Unintended consequences of carbon regulation on the performance of SOEs in China: The role of technical efficiency," Energy Economics, Elsevier, vol. 94(C).
    8. Cahen-Fourot, Louison & Campiglio, Emanuele & Dawkins, Elena & Godin, Antoine & Kemp-Benedict, Eric, 2019. "Capital stranding cascades: The impact of decarbonisation on productive asset utilisation," Ecological Economic Papers 18, WU Vienna University of Economics and Business.
    9. Wei Jin & ZhongXiang Zhang, 2018. "Capital Accumulation, Green Paradox, and Stranded Assets: An Endogenous Growth Perspective," Working Papers 2018.33, Fondazione Eni Enrico Mattei.
    10. Jeroen C.J.M. van den Bergh & Arild Angelsen & Andrea Baranzini & W.J. Wouter Botzen & Stefano Carattini & Stefan Drews & Tessa Dunlop & Eric Galbraith & Elisabeth Gsottbauer & Richard B. Howarth & Em, 2018. "Parallel tracks towards a global treaty on carbon pricing," Working Papers 2018/12, Institut d'Economia de Barcelona (IEB).
    11. Arik Sadeh & Claudia Florina Radu & Cristina Feniser & Andrei Borşa, 2020. "Governmental Intervention and Its Impact on Growth, Economic Development, and Technology in OECD Countries," Sustainability, MDPI, vol. 13(1), pages 1-30, December.
    12. Stephie Fried & Kevin Novan & William B. Peterman, 2021. "The Macro Effects of Climate Policy Uncertainty," Finance and Economics Discussion Series 2021-018, Board of Governors of the Federal Reserve System (U.S.).
    13. Kalkuhl, Matthias & Steckel, Jan Christoph & Edenhofer, Ottmar, 2020. "All or nothing: Climate policy when assets can become stranded," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).

  8. Yongyang Cai & William Brock & Anastasios Xepapadeas & Kenneth Judd, 2018. "Climate Policy under Cooperation and Competition between Regions with Spatial Heat Transport," DEOS Working Papers 1806, Athens University of Economics and Business.

    Cited by:

    1. Laurence Kotlikoff & Felix Kubler & Andrey Polbin & Jeffrey Sachs & Simon Scheidegger, 2021. "Making Carbon Taxation A Generational Win Win," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(1), pages 3-46, February.
    2. Laurence J. Kotlikoff & Felix Kubler & Andrey Polbin & Simon Scheidegger, 2020. "Pareto-Improving Carbon-Risk Taxation," NBER Working Papers 26919, National Bureau of Economic Research, Inc.
    3. William Brock & Anastasios Xepapadeas, 2019. "Regional Climate Policy under Deep Uncertainty: Robust Control, Hot Spots and Learning," DEOS Working Papers 1903, Athens University of Economics and Business.
    4. Baldwin, Elizabeth & Cai, Yongyang & Kuralbayeva, Karlygash, 2020. "To build or not to build? Capital stocks and climate policy∗," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).
    5. Arik Sadeh & Claudia Florina Radu & Cristina Feniser & Andrei Borşa, 2020. "Governmental Intervention and Its Impact on Growth, Economic Development, and Technology in OECD Countries," Sustainability, MDPI, vol. 13(1), pages 1-30, December.
    6. William Brock & Anastasios Xepapadeas, 2019. "Regional Climate Policy under Deep Uncertainty," DEOS Working Papers 1901, Athens University of Economics and Business.

  9. Yongyang Cai & Simon Scheidegger & Sevin Yeltekin & Philipp Renner & Kenneth Judd, 2017. "Optimal Dynamic Fiscal Policy with Endogenous Debt Limits," 2017 Meeting Papers 1543, Society for Economic Dynamics.

    Cited by:

    1. Philipp Renner & Simon Scheidegger, 2017. "Machine learning for dynamic incentive problems," Working Papers 203620397, Lancaster University Management School, Economics Department.

  10. Yongyang Cai & Kenneth Judd & Jevgenijs Steinbuks, 2015. "A Nonlinear Certainty Equivalent Approximation Method for Dynamic Stochastic Problems," NBER Working Papers 21590, National Bureau of Economic Research, Inc.

    Cited by:

    1. Dou, Shi-quan & Liu, Jiang-yi & Xiao, Jian-zhong & Pan, Wen, 2020. "Economic feasibility valuing of deep mineral resources based on risk analysis: Songtao manganese ore - China case study," Resources Policy, Elsevier, vol. 66(C).
    2. Haktanır, Elif & Kahraman, Cengiz, 2023. "Intuitionistic fuzzy risk adjusted discount rate and certainty equivalent methods for risky projects," International Journal of Production Economics, Elsevier, vol. 257(C).
    3. Yongyang Cai & Kenneth L. Judd, 2023. "A simple but powerful simulated certainty equivalent approximation method for dynamic stochastic problems," Quantitative Economics, Econometric Society, vol. 14(2), pages 651-687, May.
    4. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.
    5. Ngotran, Duong, 2016. "The E-Monetary Theory," MPRA Paper 77206, University Library of Munich, Germany, revised 25 Feb 2017.
    6. Aldrich Eric Mark & Kung Howard, 2021. "Computational Methods for Production-Based Asset Pricing Models with Recursive Utility," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 25(1), pages 1-26, February.
    7. Jan Bruha, 2015. "Dynamics of Linear Forward-looking Structural Macroeconomic Models at the Zero Lower Bound: Do Solution Techniques Matter?," Working Papers 2015/13, Czech National Bank, Research and Statistics Department.
    8. Cai,Yongyang & Steinbuks,Jevgenijs & Judd,Kenneth L. & Jaegermeyr,Jonas & Hertel,Thomas W., 2020. "Modeling Uncertainty in Large Natural Resource Allocation Problems," Policy Research Working Paper Series 9159, The World Bank.
    9. Wonjun Chang & Michael C. Ferris & Youngdae Kim & Thomas F. Rutherford, 2020. "Solving Stochastic Dynamic Programming Problems: A Mixed Complementarity Approach," Computational Economics, Springer;Society for Computational Economics, vol. 55(3), pages 925-955, March.
    10. Golub, Alla & Cai, Yongyang & Hertel, Thomas & Steinbuks, Jevgenijs, 2015. "Energy Price Uncertainty and Global Land Use," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205406, Agricultural and Applied Economics Association.
    11. Inna Tsener, 2020. "A geometric programming approach to dynamic economic models," Economics Bulletin, AccessEcon, vol. 40(2), pages 1068-1074.
    12. Dennis, Richard, 2024. "Using a hyperbolic cross to solve non-linear macroeconomic models," Journal of Economic Dynamics and Control, Elsevier, vol. 163(C).
    13. Yongyang Cai, 2025. "Modeling Uncertainty in Integrated Assessment Models," Papers 2511.00378, arXiv.org.

  11. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2015. "The Social Cost of Carbon with Economic and Climate Risks," Papers 1504.06909, arXiv.org, revised Apr 2015.

    Cited by:

    1. Daisuke Murakami & Pavel V. Shevchenko & Tomoko Matsui & Aleksandar Arandjelovi'c & Tor A. Myrvoll, 2025. "Scenario-based actuarial climate risk assessment via calibration of the DICE model to the shared socioeconomic pathways," Papers 2504.11721, arXiv.org, revised Nov 2025.
    2. Rick Van der Ploeg & Aart de Zeeuw, 2018. "Pricing Carbon and Adjusting Capital to Fend off Climate Catastrophes," OxCarre Working Papers 207, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    3. Karla Hernández & Carlos Madeira, 2021. "The impact of climate change on economic output in Chile: past and future," Working Papers Central Bank of Chile 933, Central Bank of Chile.
    4. Lorenzo Maria Stanca, 2023. "Recursive Preferences, Correlation Aversion, and the Temporal Resolution of Uncertainty," Papers 2304.04599, arXiv.org, revised Jan 2025.
    5. Emanuele Campiglio & Simon Dietz & Frank Venmans, 2022. "Optimal Climate Policy as If the Transition Matters," CESifo Working Paper Series 10139, CESifo.
    6. Rudik, Ivan, 2019. "Optimal climate policy when damages are unknown," SocArXiv nc43k, Center for Open Science.
    7. Yongyang Cai & William Brock & Anastasios Xepapadeas, 2022. "Climate Change Impact on Economic Growth: Regional Climate Policy under Cooperation and Noncooperation," DEOS Working Papers 2214, Athens University of Economics and Business.
    8. Anastasios Xepapadeas, 2023. "Uncertainty and Climate Change: The IPCC approach vs Decision Theory," DEOS Working Papers 2315, Athens University of Economics and Business.
    9. Yongyang Cai & William Brock & Anastasios Xepapadeas & Kenneth Judd, 2018. "Climate Policy under Cooperation and Competition between Regions with Spatial Heat Transport," NBER Working Papers 24473, National Bureau of Economic Research, Inc.
    10. Kent D. Daniel & Robert B. Litterman & Gernot Wagner, 2016. "Applying Asset Pricing Theory to Calibrate the Price of Climate Risk," NBER Working Papers 22795, National Bureau of Economic Research, Inc.
    11. Georgii Riabov & Aleh Tsyvinski, 2021. "Policy with stochastic hysteresis," Papers 2104.10225, arXiv.org.
    12. Zeeuw, Aart de, 2024. "Climate change, tipping points, and economics," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 109(C).
    13. Rick van der Ploeg, 2020. "Discounting and Climate Policy," CESifo Working Paper Series 8441, CESifo.
    14. Romain Fillon & Manuel Linsenmeier & Gernot Wagner, 2025. "Climate Shift Uncertainty and Economic Damages," CESifo Working Paper Series 12289, CESifo.
    15. Brock, W. & Xepapadeas, A., "undated". "Spatial Heat Transport, Polar Amplification and Climate Change Policy," MITP: Mitigation, Innovation and Transformation Pathways 232182, Fondazione Eni Enrico Mattei (FEEM).
    16. Olijslagers, Stan & van der Ploeg, Frederick & van Wijnbergen, Sweder, 2023. "On current and future carbon prices in a risky world," Journal of Economic Dynamics and Control, Elsevier, vol. 146(C).
    17. Nicolas Taconet & Céline Guivarch & Antonin Pottier, 2021. "Social Cost of Carbon Under Stochastic Tipping Points," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(4), pages 709-737, April.
    18. Benmir, Ghassane & Roman, Josselin & Taschini, Luca, 2025. "Weitzman meets Taylor: EU allowance price drivers and carbon cap rules," LSE Research Online Documents on Economics 128515, London School of Economics and Political Science, LSE Library.
    19. Kevin D. Dayaratna & Ross McKitrick & Patrick J. Michaels, 2020. "Climate sensitivity, agricultural productivity and the social cost of carbon in FUND," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(3), pages 433-448, July.
    20. Eric Jondeau & Grégory Levieuge & Jean-Guillaume Sahuc & Gauthier Vermandel, 2023. "Environmental Subsidies to Mitigate Net-Zero Transition Costs," Working papers 910, Banque de France.
    21. Dietz, Simon & Lanz, Bruno, 2025. "Growth and adaptation to climate change in the long run," European Economic Review, Elsevier, vol. 173(C).
    22. Xianhua Peng & Steven Kou & Lekang Zhang, 2024. "A Machine Learning Algorithm for Finite-Horizon Stochastic Control Problems in Economics," Papers 2411.08668, arXiv.org, revised Dec 2024.
    23. Edenhofer, Ottmar & Lessmann, Kai & Tahri, Ibrahim, 2024. "Asset pricing and the carbon beta of externalities," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    24. Alastaire Sena Alinsato & Kora Hafiz Bete & Nassibou Bassongui, 2023. "A climate–economy model in a stochastic differential equilibrium with fractional Brownian motions and Poisson jumps," SN Business & Economics, Springer, vol. 3(8), pages 1-23, August.
    25. Stanca Lorenzo, 2023. "Recursive preferences, correlation aversion, and the temporal resolution of uncertainty," Working papers 080, Department of Economics, Social Studies, Applied Mathematics and Statistics (Dipartimento di Scienze Economico-Sociali e Matematico-Statistiche), University of Torino.
    26. Yongyang Cai & Khyati Malik & Hyeseon Shin, 2023. "Dynamics of Global Emission Permit Prices and Regional Social Cost of Carbon under Noncooperation," Papers 2312.15563, arXiv.org, revised Jan 2026.
    27. Hambel, Christoph & Kraft, Holger & Schwartz, Eduardo, 2021. "Optimal carbon abatement in a stochastic equilibrium model with climate change," European Economic Review, Elsevier, vol. 132(C).
    28. van den Bijgaart, Inge & Klenert, David & Mattauch, Linus & Sulikova, Simona, 2022. "Healty Climate, Healthy Bodies -- Optimal Fuel Taxation and Physical Activity," VfS Annual Conference 2022 (Basel): Big Data in Economics 264062, Verein für Socialpolitik / German Economic Association.
    29. Parisa, Zack & Marland, Eric & Sohngen, Brent & Marland, Gregg & Jenkins, Jennifer, 2022. "The time value of carbon storage," Forest Policy and Economics, Elsevier, vol. 144(C).
    30. Peng, Juan & Yang, Jinqiang & Zhao, Pengxiang, 2025. "Investment, Tobin’s q, and the stochastic price of fossil fuel," Energy Economics, Elsevier, vol. 148(C).
    31. Emilio Barucci & Daniele Marazzina & Aldo Nassigh, 2025. "Sovereign Debt Default and Climate Risk," Papers 2501.11552, arXiv.org.
    32. Diluiso, Francesca & Annicchiarico, Barbara & Kalkuhl, Matthias & Minx, Jan C., 2021. "Climate actions and macro-financial stability: The role of central banks," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    33. Ishan Nath, 2021. "Climate Change, The Food Problem, and the Challenge of Adaptation through Sectoral Reallocation," Working Papers 21-29, Center for Economic Studies, U.S. Census Bureau.
    34. Dominika Czyz & Karolina Safarzynska, 2023. "Catastrophic Damages and the Optimal Carbon Tax Under Loss Aversion," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(2), pages 303-340, June.
    35. De Bruin, Kelly & Kiran Krishnamurthy, Chandra, 2021. "Optimal Climate Policy with Fat-tailed Uncertainty: What the Models Can Tell Us," Papers WP697, Economic and Social Research Institute (ESRI).
    36. Lorenzo Forni & Mehrab Kiarsi, 2023. "Optimal Climate and Monetary-Fiscal Policy in a Climate-DSGE Framework," "Marco Fanno" Working Papers 0299, Dipartimento di Scienze Economiche "Marco Fanno".
    37. Lint Barrage, 2019. "The Nobel Memorial Prize for William D. Nordhaus," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(3), pages 884-924, July.
    38. Tahvonen, Olli & Suominen, Antti & Malo, Pekka & Viitasaari, Lauri & Parkatti, Vesa-Pekka, 2022. "Optimizing high-dimensional stochastic forestry via reinforcement learning," Journal of Economic Dynamics and Control, Elsevier, vol. 145(C).
    39. Ivan Rudik & Derek Lemoine & Maxwell Rosenthal, 2018. "General Bayesian Learning in Dynamic Stochastic Models: Estimating the Value of Science Policy," 2018 Meeting Papers 369, Society for Economic Dynamics.
    40. Toan Phan & Felipe Schwartzman, 2023. "Climate Defaults and Financial Adaptation," Working Paper 23-06, Federal Reserve Bank of Richmond.
    41. Runst, Petrik & Höhle, David, 2022. "The German eco tax and its impact on CO2 emissions," Energy Policy, Elsevier, vol. 160(C).
    42. Florian O. O. Wagener & Aart de Zeeuw & Florian O.O. Wagener, 2021. "Stable Partial Cooperation in Managing Systems with Tipping Points," CESifo Working Paper Series 8944, CESifo.
    43. Elizabeth Baldwin, Yongyang Cai, Karlygash Kuralbayeva, 2018. "To build or not to build? Capital stocks and climate policy," GRI Working Papers 290, Grantham Research Institute on Climate Change and the Environment.
    44. Lint Barrage, 2020. "Optimal Dynamic Carbon Taxes in a Climate–Economy Model with Distortionary Fiscal Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 1-39.
    45. Philipp Eisenhauer & Lena Janys & Christopher Walsh & Janós Gabler, 2023. "Structural Models for Policy-Making," CRC TR 224 Discussion Paper Series crctr224_2023_484, University of Bonn and University of Mannheim, Germany.
    46. Gregory Casey & Stephie Fried & Ethan Goode, 2023. "Projecting the Impact of Rising Temperatures: The Role of Macroeconomic Dynamics," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(3), pages 688-718, September.
    47. Hinterlang, Natascha & Martin, Anika & Röhe, Oke & Stähler, Nikolai & Strobel, Johannes, 2022. "Using energy and emissions taxation to finance labor tax reductions in a multi-sector economy," Energy Economics, Elsevier, vol. 115(C).
    48. Carolyn Chisadza & Matthew Clance & Xin Sheng & Rangan Gupta, 2023. "Climate Change and Inequality: Evidence from the United States," Sustainability, MDPI, vol. 15(6), pages 1-11, March.
    49. Simon Dietz & Felix Koninx, 2022. "Economic impacts of melting of the Antarctic Ice Sheet," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    50. Zhou, Sophie Lian & van der Ploeg, Frederick, 2024. "Structural change and the climate risk premium during the green transition," Discussion Papers 17/2024, Deutsche Bundesbank.
    51. Duineveld, Sijmen & Hambel, Christoph & Lessmann, Kai, 2025. "Green investors and the return on capital in general equilibrium," Economics Letters, Elsevier, vol. 247(C).
    52. Phan, Toàn & Schwartzman, Felipe, 2024. "Climate defaults and financial adaptation," European Economic Review, Elsevier, vol. 170(C).
    53. Richard S. J. Tol, 2021. "The Economic Impact of Weather and Climate," CESifo Working Paper Series 8946, CESifo.
    54. Christoph Hambel & Holger Kraft & Frederick van der Ploeg, 2024. "Asset Diversification Versus Climate Action," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 65(3), pages 1323-1355, August.
    55. Peter von zur Muehlen, 2022. "Prices and Taxes in a Ramsey Climate Policy Model under Heterogeneous Beliefs and Ambiguity," Economies, MDPI, vol. 10(10), pages 1-56, October.
    56. Alan Finkelstein Shapiro & Victoria Nuguer, 2024. "Climate policies, labour markets and macroeconomic outcomes in emerging economies," BIS Working Papers 1204, Bank for International Settlements.
    57. Yingjie Niu & Zhentao Zou, 2024. "Robust Abatement Policy with Uncertainty About Environmental Disasters," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 933-965, April.
    58. Michael Barnett & William Brock & Lars Peter Hansen & Ruimeng Hu & Joseph Huang, 2023. "A Deep Learning Analysis of Climate Change, Innovation, and Uncertainty," Papers 2310.13200, arXiv.org.
    59. Donadelli, Michael & Jüppner, Marcus & Riedel, Max & Schlag, Christian, 2017. "Temperature shocks and welfare costs," SAFE Working Paper Series 177, Leibniz Institute for Financial Research SAFE.
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    106. Hillebrand, Elmar & Hillebrand, Marten, 2024. "The Global Water Cycle and Climate Policies in a General Equilibrium Model," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302343, Verein für Socialpolitik / German Economic Association.
    107. Alex Schmitt, 2018. "Optimal Carbon Pricing and Income Taxation Without Commitment," ifo Working Paper Series 274, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    108. Johnson Kakeu, 2023. "Concerns for Long-Run Risks and Natural Resource Policy," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(4), pages 1051-1093, April.
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    112. Xu Lin & Sweder van Wijnbergen, "undated". "The Social Cost of Carbon under Climate Volatility Risk," Tinbergen Institute Discussion Papers 23-032/IV, Tinbergen Institute.
    113. Meng, Weizhen & Li, Shilin & Yang, Jinqiang, 2024. "Mitigating disaster risks caused by carbon emissions," Economics Letters, Elsevier, vol. 241(C).
    114. Richard S.J. Tol, 2021. "Estimates of the social cost of carbon have not changed over time," Working Paper Series 0821, Department of Economics, University of Sussex Business School.
    115. Daiju Narita & Hans-Otto Poertner & Katrin Rehdanz, 2020. "Accounting for risk transitions of ocean ecosystems under climate change: an economic justification for more ambitious policy responses," Climatic Change, Springer, vol. 162(1), pages 1-11, September.
    116. Chan, Ying Tung, 2020. "Carbon policies and productivity uncertainty: An intertemporal analysis," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    117. Joseph S. Shapiro, 2020. "The Environmental Bias of Trade Policy," NBER Working Papers 26845, National Bureau of Economic Research, Inc.
    118. Philipp Eisenhauer & Janos Gabler & Lena Janys, 2021. "Structural Models for Policy-Making: Coping with Parametric Uncertainty," ECONtribute Discussion Papers Series 082, University of Bonn and University of Cologne, Germany.
    119. Giagnorio, Mirko & Börjesson, Maria & D'Alfonso, Tiziana, 2024. "Introducing electric buses in urban areas: Effects on welfare, pricing, frequency, and public subsidies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 185(C).
    120. Eisenhauer, Philipp & Gabler, Janos & Janys, Lena, 2021. "Structural Models for Policy-Making: Coping with Parametric Uncertainty," IZA Discussion Papers 14317, Institute of Labor Economics (IZA).
    121. Boss, Konstantin & Testa, Alessandra, 2025. "What goes around comes around: The US climate-economic cycle," Journal of Macroeconomics, Elsevier, vol. 85(C).
    122. Nath, Ishan, 2022. "Climate Change, The Food Problem, and the Challenge of Adaptation through Sectoral Reallocation," Conference papers 333404, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    123. Méjean, Aurélie & Pottier, Antonin & Zuber, Stéphane & Fleurbaey, Marc, 2023. "Opposite ethical views converge under the threat of catastrophic climate change," Ecological Economics, Elsevier, vol. 212(C).
    124. Ernst, Anne & Hinterlang, Natascha & Mahle, Alexander & Stähler, Nikolai, 2023. "Carbon pricing, border adjustment and climate clubs: Options for international cooperation," Journal of International Economics, Elsevier, vol. 144(C).
    125. Duc Duy Nguyen & Steven Ongena & Shusen Qi & Vathunyoo Sila, 2022. "Climate Change Risk and the Cost of Mortgage Credit [Does climate change affect real estate prices? Only if you believe in it]," Review of Finance, European Finance Association, vol. 26(6), pages 1509-1549.
    126. Lorenzo Stanca, 2023. "Recursive Preferences, Correlation Aversion, and the Temporal Resolution of Uncertainty," Carlo Alberto Notebooks 693 JEL Classification: C, Collegio Carlo Alberto, revised 2025.
    127. Romain Fillon & Céline Guivarch & Nicolas Taconet, 2023. "Optimal climate policy under tipping risk and temporal risk aversion [Politique climatique optimale en cas de risque de basculement et d'aversion au risque temporel]," Post-Print hal-04250702, HAL.
    128. Thomas Douenne, 2020. "Disaster Risks, Disaster Strikes, and Economic Growth: the Role of Preferences," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 38, pages 251-272, October.
    129. Nkuiya, Bruno & Diekert, Florian, 2023. "Stochastic growth and regime shift risk in renewable resource management," Ecological Economics, Elsevier, vol. 208(C).
    130. Cees Withagen, 2022. "On Simple Rules for the Social Cost of Carbon," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(2), pages 461-481, June.
    131. Oliver Gregor Gorbach & Jessica Thomsen, 2022. "Comparing the Energy System of a Facility with Uncertainty about Future Internal Carbon Prices and Energy Carrier Costs Using Deterministic Optimisation and Two-Stage Stochastic Programming," Energies, MDPI, vol. 15(10), pages 1-39, May.
    132. Deng, Huai & Wu, Xianhua & Xu, Hui & Zhang, Dawei, 2024. "Aggregated economic damages and the role of dynamic carbon tax under climate change: A dynamic general equilibrium model," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1099-1119.
    133. Marcelo Arbex & Michael Batu, 2017. "Weather, Climate and the Economy: Welfare Implications of Temperature Shocks," Working Papers 1707, University of Windsor, Department of Economics.
    134. Philipp Eisenhauer & Jano's Gabler & Lena Janys & Christopher Walsh, 2021. "Structural models for policy-making: Coping with parametric uncertainty," Papers 2103.01115, arXiv.org, revised Jun 2022.
    135. Funke, Franziska & Mattauch, Linus & van den Bijgaart, Inge & Godfray, Charles & Hepburn, Cameron & Klenert, David & Springmann, Marco & Treich, Nicholas, 2022. "Is Meat Too Cheap? Towards Optimal Meat Taxation," INET Oxford Working Papers 2022-01, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    136. Richard S. J. Tol, 2021. "Estimates of the social cost of carbon have increased over time," Papers 2105.03656, arXiv.org, revised Aug 2022.
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    139. Eric Jondeau & Grégory Levieuge & Jean-Guillaume Sahuc & Gauthier Vermandel, 2022. "Environmental Subsidies to Mitigate Transition risk," EconomiX Working Papers 2022-21, University of Paris Nanterre, EconomiX.
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  12. Cai, Yongyang & Steinbuks, Jevgenijs & Elliott, Joshua & Hertel, Thomas W., 2014. "The effect of climate and technological uncertainty in crop yields on the optimal path of global land use," Policy Research Working Paper Series 7009, The World Bank.

    Cited by:

    1. William Brock & Anastasios Xepapadeas, 2015. "Modeling Coupled Climate, Ecosystems, and Economic Systems," DEOS Working Papers 1508, Athens University of Economics and Business.
    2. Bruno Lanz & Simon Dietz & Tim Swanson, 2016. "Economic growth and agricultural land conversion under uncertain productivity improvements in agriculture," GRI Working Papers 240, Grantham Research Institute on Climate Change and the Environment.
    3. Yongyang Cai & Kenneth Judd & Jevgenijs Steinbuks, 2015. "A Nonlinear Certainty Equivalent Approximation Method for Dynamic Stochastic Problems," NBER Working Papers 21590, National Bureau of Economic Research, Inc.
    4. Golub, Alla & Cai, Yongyang & Hertel, Thomas & Steinbuks, Jevgenijs, 2015. "Energy Price Uncertainty and Global Land Use," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205406, Agricultural and Applied Economics Association.
    5. Simon Dietz & Bruno Lanz, 2019. "Growth and adaptation to climate change in the long run," IRENE Working Papers 19-09, IRENE Institute of Economic Research.
    6. Steinbuks, Jevgenijs & Satija, Gaurav & Zhao, Fu, 2015. "Sustainability of solar electricity : the role of endogenous resource substitution and market mediated responses," Policy Research Working Paper Series 7178, The World Bank.
    7. Steinbuks, Jevgenijs & Satija, Gaurav & Zhao, Fu, 2017. "Sustainability of solar electricity: The role of endogenous resource substitution and cross-sectoral responses," Resource and Energy Economics, Elsevier, vol. 49(C), pages 218-232.

  13. Yongyang Cai & Kenneth L. Judd & Greg Thain & Stephen J. Wright, 2013. "Solving Dynamic Programming Problems on a Computational Grid," NBER Working Papers 18714, National Bureau of Economic Research, Inc.

    Cited by:

    1. Yi-Ting Chen & Edward W. Sun & Yi-Bing Lin, 2020. "Machine learning with parallel neural networks for analyzing and forecasting electricity demand," Computational Economics, Springer;Society for Computational Economics, vol. 56(2), pages 569-597, August.
    2. Yongyang Cai & William Brock & Anastasios Xepapadeas & Kenneth Judd, 2019. "Climate Policy under Spatial Heat Transport: Cooperative and Noncooperative Regional Outcomes," Papers 1909.04009, arXiv.org.
    3. Cerqueti, Roy & Quaranta, Anna Grazia & Ventura, Marco, 2016. "Innovation, imitation and policy inaction," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 22-30.
    4. Yongyang Cai & Kenneth Judd, 2015. "Dynamic programming with Hermite approximation," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 81(3), pages 245-267, June.
    5. Rongju Zhang & Nicolas Langren'e & Yu Tian & Zili Zhu & Fima Klebaner & Kais Hamza, 2016. "Dynamic portfolio optimization with liquidity cost and market impact: a simulation-and-regression approach," Papers 1610.07694, arXiv.org, revised Jun 2019.
    6. Peter Schober & Julian Valentin & Dirk Pflüger, 2022. "Solving High-Dimensional Dynamic Portfolio Choice Models with Hierarchical B-Splines on Sparse Grids," Computational Economics, Springer;Society for Computational Economics, vol. 59(1), pages 185-224, January.
    7. Wonjun Chang & Michael C. Ferris & Youngdae Kim & Thomas F. Rutherford, 2020. "Solving Stochastic Dynamic Programming Problems: A Mixed Complementarity Approach," Computational Economics, Springer;Society for Computational Economics, vol. 55(3), pages 925-955, March.
    8. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2015. "The Social Cost of Carbon with Economic and Climate Risks," Papers 1504.06909, arXiv.org, revised Apr 2015.
    9. Cai, Yongyang & Steinbuks, Jevgenijs & Elliott, Joshua & Hertel, Thomas W., 2014. "The effect of climate and technological uncertainty in crop yields on the optimal path of global land use," Policy Research Working Paper Series 7009, The World Bank.
    10. Lilia Maliar, 2015. "Assessing gains from parallel computation on a supercomputer," Economics Bulletin, AccessEcon, vol. 35(1), pages 159-167.
    11. Yongyang Cai & Kenneth L. Judd & Rong Xu, 2013. "Numerical Solution of Dynamic Portfolio Optimization with Transaction Costs," NBER Working Papers 18709, National Bureau of Economic Research, Inc.
    12. Cai, Yongyang & Brock, William & Xepapadeas, Anastasios, 2016. "Climate Change Economics and Heat Transport across the Globe: Spatial-DSICE," 2017 Allied Social Sciences Association (ASSA) Annual Meeting, January 6-8, 2017, Chicago, Illinois 251833, Agricultural and Applied Economics Association.

  14. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2013. "The Social Cost of Stochastic and Irreversible Climate Change," NBER Working Papers 18704, National Bureau of Economic Research, Inc.

    Cited by:

    1. Tomas Havranek & Zuzana Irsova & Karel Janda & David Zilberman, 2015. "Selective reporting and the social cost of carbon," CAMA Working Papers 2015-28, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    2. Robert S. Pindyck, 2013. "Climate Change Policy: What Do the Models Tell Us?," NBER Working Papers 19244, National Bureau of Economic Research, Inc.
    3. Mariia Belaia & Michael Funke & Nicole Glanemann, 2017. "Global Warming and a Potential Tipping Point in the Atlantic Thermohaline Circulation: The Role of Risk Aversion," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(1), pages 93-125, May.
    4. Laurence Kotlikoff & Felix Kubler & Andrey Polbin & Jeffrey Sachs & Simon Scheidegger, 2021. "Making Carbon Taxation A Generational Win Win," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(1), pages 3-46, February.
    5. Kent D. Daniel & Robert B. Litterman & Gernot Wagner, 2016. "Applying Asset Pricing Theory to Calibrate the Price of Climate Risk," NBER Working Papers 22795, National Bureau of Economic Research, Inc.
    6. Laurence J. Kotlikoff & Felix Kubler & Andrey Polbin & Simon Scheidegger, 2020. "Pareto-Improving Carbon-Risk Taxation," NBER Working Papers 26919, National Bureau of Economic Research, Inc.
    7. Svenja Hector, 2013. "Accounting for Different Uncertainties: Implications for Climate Investments?," Working Papers 2013.107, Fondazione Eni Enrico Mattei.
    8. William Brock & Anastasios Xepapadeas, 2015. "Modeling Coupled Climate, Ecosystems, and Economic Systems," DEOS Working Papers 1508, Athens University of Economics and Business.
    9. Delavane Diaz & Klaus Keller, 2016. "A Potential Disintegration of the West Antarctic Ice Sheet: Implications for Economic Analyses of Climate Policy," American Economic Review, American Economic Association, vol. 106(5), pages 607-611, May.
    10. Anne‐Sophie Crépin & Eric Nævdal, 2020. "Inertia Risk: Improving Economic Models of Catastrophes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(4), pages 1259-1285, October.
    11. Edenhofer, Ottmar & Lessmann, Kai & Tahri, Ibrahim, 2024. "Asset pricing and the carbon beta of externalities," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    12. Yoshua Bengio & Prateek Gupta & Dylan Radovic & Maarten Scholl & Andrew Williams & Christian Schroeder de Witt & Tianyu Zhang & Yang Zhang, 2022. "(Private)-Retroactive Carbon Pricing [(P)ReCaP]: A Market-based Approach for Climate Finance and Risk Assessment," Papers 2205.00666, arXiv.org.
    13. Delavane B. Diaz, 2015. "Integrated Assessment of Climate Catastrophes with Endogenous Uncertainty: Does the Risk of Ice Sheet Collapse Justify Precautionary Mitigation?," Working Papers 2015.64, Fondazione Eni Enrico Mattei.
    14. Christoph Hambel & Holger Kraft & Eduardo Schwartz, 2015. "Optimal Carbon Abatement in a Stochastic Equilibrium Model with Climate Change," NBER Working Papers 21044, National Bureau of Economic Research, Inc.
    15. van der Ploeg, Frederick, 2014. "Abrupt positive feedback and the social cost of carbon," European Economic Review, Elsevier, vol. 67(C), pages 28-41.
    16. Carolyn Fischer & Garth Heutel, 2013. "Environmental Macroeconomics: Environmental Policy, Business Cycles, and Directed Technical Change," UNCG Economics Working Papers 13-2, University of North Carolina at Greensboro, Department of Economics.
    17. Hambel, Christoph & Kraft, Holger & Schwartz, Eduardo S., 2019. "Optimal carbon abatement in a stochastic equilibrium model with climate change," SAFE Working Paper Series 92, Leibniz Institute for Financial Research SAFE, revised 2019.
    18. Giacomo Marangoni & Gauthier De Maere & Valentina Bosetti, 2017. "Optimal Clean Energy R&D Investments Under Uncertainty," Working Papers 2017.16, Fondazione Eni Enrico Mattei.
    19. Antoine Bommier & Bruno Lanz & Stéphane Zuber, 2014. "Fair management of social risk," Documents de travail du Centre d'Economie de la Sorbonne 14017, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    20. Rick Van der Ploeg & Aart de Zeeuw, 2014. "Non-Cooperative and Cooperative Responses to Climate Catastrophes in the Global Economy: A North-South Perspective," OxCarre Working Papers 149, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    21. Johannes Emmerling, 2014. "Sharing of Climate Risks across World Regions," Working Papers 2014.78, Fondazione Eni Enrico Mattei.
    22. John C. V. Pezzey & Paul J. Burke, 2014. "Towards a More Inclusive and Precautionary Indicator of Global Sustainability," CCEP Working Papers 1410, Centre for Climate & Energy Policy, Crawford School of Public Policy, The Australian National University.
    23. Peter von zur Muehlen, 2022. "Prices and Taxes in a Ramsey Climate Policy Model under Heterogeneous Beliefs and Ambiguity," Economies, MDPI, vol. 10(10), pages 1-56, October.
    24. Yongyang Cai & Kenneth Judd, 2015. "Dynamic programming with Hermite approximation," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 81(3), pages 245-267, June.
    25. Antoine Bommier & Bruno Lanz & Stéphane Zuber, 2014. "Models-as-Usual for Unusual Risks? On the Value of Catastrophic Climate Change," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00973491, HAL.
    26. Gaoxiang Gu & Zheng Wang, 2019. "The Limit of Global Carbon Tax and its Climatic and Economic Effects," Computational Economics, Springer;Society for Computational Economics, vol. 53(1), pages 169-189, January.
    27. Anil Markandya & Enrica Cian & Laurent Drouet & Josué M. Polanco-Martínez & Francesco Bosello, 2019. "Building Risk into the Mitigation/Adaptation Decisions simulated by Integrated Assessment Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(4), pages 1687-1721, December.
    28. Drudi, Francesco & Moench, Emanuel & Holthausen, Cornelia & Weber, Pierre-François & Ferrucci, Gianluigi & Setzer, Ralph & Adao, Bernardino & Dées, Stéphane & Alogoskoufis, Spyros & Téllez, Mar Delgad, 2021. "Climate change and monetary policy in the euro area," Occasional Paper Series 271, European Central Bank.
    29. Laurence J. Kotlikoff & Andrey Polbin & Andrey Zubarev, 2016. "Will the Paris Accord Accelerate Climate Change?," NBER Working Papers 22731, National Bureau of Economic Research, Inc.
    30. Michael W. M. Roos, 2018. "Endogenous Economic Growth, Climate Change and Societal Values: A Conceptual Model," Computational Economics, Springer;Society for Computational Economics, vol. 52(3), pages 995-1028, October.
    31. Rob Aalbers & Marjon Ruijter & Kees Oosterlee, 2014. "The social discount rate under a stochastic A2 scenario," CPB Discussion Paper 296, CPB Netherlands Bureau for Economic Policy Analysis.
    32. Soheil Shayegh & Valerie Thomas, 2015. "Adaptive stochastic integrated assessment modeling of optimal greenhouse gas emission reductions," Climatic Change, Springer, vol. 128(1), pages 1-15, January.
    33. J. Farmer & Cameron Hepburn & Penny Mealy & Alexander Teytelboym, 2015. "A Third Wave in the Economics of Climate Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(2), pages 329-357, October.
    34. Olivier de Bandt & Luc Jacolin & Thibault Lemaire, 2021. "Climate Change in Developing Countries: Global Warming Effects,Transmission Channels and Adaptation Policies," Working papers 822, Banque de France.
    35. Lemoine, Derek & Traeger, Christian P., 2016. "Ambiguous tipping points," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PB), pages 5-18.
    36. Joseph S. Shapiro, 2016. "Trade Costs, CO2, and the Environment," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 220-254, November.
    37. Ben J. Heijdra & Pim Heijnen, 2021. "Reversible Environmental Catastrophes with Disconnected Generations," De Economist, Springer, vol. 169(2), pages 211-252, May.
    38. Roger Gordon, 2023. "Carbon Taxes: Many Strengths but Key Weaknesses," NBER Chapters, in: Tax Policy and the Economy, Volume 38, pages 1-24, National Bureau of Economic Research, Inc.
    39. Heutel, Garth & Moreno-Cruz, Juan & Shayegh, Soheil, 2016. "Climate tipping points and solar geoengineering," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PB), pages 19-45.
    40. Reyer Gerlagh & Matti Liski, 2014. "Carbon Prices for the Next Hundred Years," CESifo Working Paper Series 4671, CESifo.
    41. Parry, Ian W.H. & Evans, David & Oates, Wallace E., 2014. "Are energy efficiency standards justified?," Journal of Environmental Economics and Management, Elsevier, vol. 67(2), pages 104-125.
    42. He, Xiaoping, 2015. "Regional differences in China's CO2 abatement cost," Energy Policy, Elsevier, vol. 80(C), pages 145-152.
    43. Geoffrey Heal, 2017. "The Economics of the Climate," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 1046-1063, September.
    44. Svenja Hector(), "undated". "Accounting for Different Uncertainties: Implications for Climate Investments?," Working Papers ETH-RC-13-007, ETH Zurich, Chair of Systems Design.
    45. Pegels, Anna & Altenburg, Tilman, 2020. "Latecomer development in a “greening” world: Introduction to the Special Issue," World Development, Elsevier, vol. 135(C).
    46. Lucas Bretschger & Alexandra Vinogradova, 2014. "Growth and Mitigation Policies with Uncertain Climate Damage," CEEES Paper Series CE3S-02/14, European University at St. Petersburg, Department of Economics.
    47. Robert J. Barro, 2013. "Environmental Protection, Rare Disasters, and Discount Rates," NBER Working Papers 19258, National Bureau of Economic Research, Inc.
    48. van der Ploeg, Frederick & De Zeeuw, Aart, 2014. "Climate Tipping and Economic Growth: Precautionary Saving and the Social Cost of Carbon," CEPR Discussion Papers 9982, C.E.P.R. Discussion Papers.
    49. Lemoine, Derek & Rudik, Ivan, 2016. "Managing Climate Change Under Uncertainty: Recursive Integrated Assessment at an Inflection Point," ISU General Staff Papers 201610010700001015, Iowa State University, Department of Economics.
    50. Thomas S. Lontzek & Daiju Narita & Ole Wilms, 2016. "Stochastic Integrated Assessment of Ecosystem Tipping Risk," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 65(3), pages 573-598, November.

  15. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek & Valentina Michelangeli & Che-Lin Su, 2013. "Nonlinear Programming Method for Dynamic Programming," NBER Working Papers 19034, National Bureau of Economic Research, Inc.

    Cited by:

    1. Yongyang Cai & Kenneth L. Judd & Greg Thain & Stephen J. Wright, 2013. "Solving Dynamic Programming Problems on a Computational Grid," NBER Working Papers 18714, National Bureau of Economic Research, Inc.
    2. Ulmer, Marlin W. & Thomas, Barrett W., 2020. "Meso-parametric value function approximation for dynamic customer acceptances in delivery routing," European Journal of Operational Research, Elsevier, vol. 285(1), pages 183-195.

  16. Yongyang Cai & Kenneth L. Judd, 2012. "Dynamic Programming with Hermite Approximation," NBER Working Papers 18540, National Bureau of Economic Research, Inc.

    Cited by:

    1. Yongyang Cai & Kenneth Judd & Jevgenijs Steinbuks, 2015. "A Nonlinear Certainty Equivalent Approximation Method for Dynamic Stochastic Problems," NBER Working Papers 21590, National Bureau of Economic Research, Inc.
    2. Peter Schober & Julian Valentin & Dirk Pflüger, 2022. "Solving High-Dimensional Dynamic Portfolio Choice Models with Hierarchical B-Splines on Sparse Grids," Computational Economics, Springer;Society for Computational Economics, vol. 59(1), pages 185-224, January.
    3. Yongyang Cai & Kenneth Judd & Rong Xu, 2020. "Numerical Solution of Dynamic Portfolio Optimization with Transaction Costs," Papers 2003.01809, arXiv.org.
    4. Wonjun Chang & Michael C. Ferris & Youngdae Kim & Thomas F. Rutherford, 2020. "Solving Stochastic Dynamic Programming Problems: A Mixed Complementarity Approach," Computational Economics, Springer;Society for Computational Economics, vol. 55(3), pages 925-955, March.
    5. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2013. "The Social Cost of Stochastic and Irreversible Climate Change," NBER Working Papers 18704, National Bureau of Economic Research, Inc.
    6. Yongyang Cai & Kenneth Judd & Greg Thain & Stephen Wright, 2015. "Solving Dynamic Programming Problems on a Computational Grid," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 261-284, February.

  17. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2012. "Continuous-Time Methods for Integrated Assessment Models," NBER Working Papers 18365, National Bureau of Economic Research, Inc.

    Cited by:

    1. Laurence Kotlikoff & Felix Kubler & Andrey Polbin & Jeffrey Sachs & Simon Scheidegger, 2021. "Making Carbon Taxation A Generational Win Win," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(1), pages 3-46, February.
    2. William Brock & Anastasios Xepapadeas, 2015. "Modeling Coupled Climate, Ecosystems, and Economic Systems," DEOS Working Papers 1508, Athens University of Economics and Business.
    3. Xianhua Peng & Steven Kou & Lekang Zhang, 2024. "A Machine Learning Algorithm for Finite-Horizon Stochastic Control Problems in Economics," Papers 2411.08668, arXiv.org, revised Dec 2024.
    4. Mariia Belaia & Michael Funke & Nicole Glanemann, 2014. "Global Warming and a Potential Tipping Point in the Atlantic Thermohaline Circulation: The Role of Risk Aversion," CESifo Working Paper Series 4930, CESifo.
    5. Christoph Hambel & Holger Kraft & Eduardo Schwartz, 2015. "Optimal Carbon Abatement in a Stochastic Equilibrium Model with Climate Change," NBER Working Papers 21044, National Bureau of Economic Research, Inc.
    6. Hambel, Christoph & Kraft, Holger & Schwartz, Eduardo S., 2019. "Optimal carbon abatement in a stochastic equilibrium model with climate change," SAFE Working Paper Series 92, Leibniz Institute for Financial Research SAFE, revised 2019.
    7. Annicchiarico, Barbara & Diluiso, Francesca, 2019. "International transmission of the business cycle and environmental policy," Resource and Energy Economics, Elsevier, vol. 58(C).
    8. Brock, William A. & Engström, Gustav & Grass, Dieter & Xepapadeas, Anastasios, 2013. "Energy balance climate models and general equilibrium optimal mitigation policies," Journal of Economic Dynamics and Control, Elsevier, vol. 37(12), pages 2371-2396.
    9. van der Ploeg, Frederick & Rezai, Armon, 2021. "Optimal carbon pricing in general equilibrium: Temperature caps and stranded assets in an extended annual DSGE model," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    10. In Chang Hwang & Richard S.J. Tol & Marjan W. Hofkes, 2013. "Active Learning about Climate Change," Working Paper Series 6513, Department of Economics, University of Sussex Business School.
    11. Thomas F. Coleman & Nicole S. Dumont & Wanqi Li & Wenbin Liu & Alexey Rubtsov, 2022. "Optimal Pricing of Climate Risk," Computational Economics, Springer;Society for Computational Economics, vol. 60(3), pages 1101-1134, October.
    12. Raphael Calel & David Stainforth & Simon Dietz, 2015. "Tall tales and fat tails: the science and economics of extreme warming," Climatic Change, Springer, vol. 132(1), pages 127-141, September.
    13. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2013. "The Social Cost of Stochastic and Irreversible Climate Change," NBER Working Papers 18704, National Bureau of Economic Research, Inc.
    14. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2015. "The Social Cost of Carbon with Economic and Climate Risks," Papers 1504.06909, arXiv.org, revised Apr 2015.
    15. Traeger, Christian, 2013. "A 4-stated DICE: quantitatively addressing uncertainty effects in climate change," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt9034k05t, Department of Agricultural & Resource Economics, UC Berkeley.

  18. Kenneth Judd & Sevin Yeltekin, "undated". "Computing Equilibria of Dynamic Games," GSIA Working Papers 2011-E20, Carnegie Mellon University, Tepper School of Business.

    Cited by:

    1. Schosser, Josef, 2019. "Consistency between principal and agent with differing time horizons: Computing incentives under risk," European Journal of Operational Research, Elsevier, vol. 277(3), pages 1113-1123.
    2. Santiago R. Balseiro & Huseyin Gurkan & Peng Sun, 2019. "Multiagent Mechanism Design Without Money," Operations Research, INFORMS, vol. 67(5), pages 1417-1436, September.
    3. Susanne Goldlücke & Sebastian Kranz, 2018. "Discounted stochastic games with voluntary transfers," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 66(1), pages 235-263, July.

Articles

  1. Yongyang Cai & Kenneth L. Judd, 2023. "A simple but powerful simulated certainty equivalent approximation method for dynamic stochastic problems," Quantitative Economics, Econometric Society, vol. 14(2), pages 651-687, May.
    See citations under working paper version above.
  2. Yongyang Cai & William Brock & Anastasios Xepapadeas, 2023. "Climate Change Impact on Economic Growth: Regional Climate Policy under Cooperation and Noncooperation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(3), pages 569-605.
    See citations under working paper version above.
  3. Baldwin, Elizabeth & Cai, Yongyang & Kuralbayeva, Karlygash, 2020. "To build or not to build? Capital stocks and climate policy∗," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).

    Cited by:

    1. Emanuele Campiglio & Simon Dietz & Frank Venmans, 2022. "Optimal Climate Policy as If the Transition Matters," CESifo Working Paper Series 10139, CESifo.
    2. Lianxiao Yao & Minghui Jin, 2025. "The uneven impact of temperature on the macroeconomy: a perspective on total factor productivity," Economic Change and Restructuring, Springer, vol. 58(4), pages 1-35, August.
    3. Georgii Riabov & Aleh Tsyvinski, 2021. "Policy with stochastic hysteresis," Papers 2104.10225, arXiv.org.
    4. Cahen-Fourot, Louison & Campiglio, Emanuele & Daumas, Louis & Miess, Michael Gregor & Yardley, Andrew, 2023. "Stranding ahoy? Heterogeneous transition beliefs and capital investment choices," Journal of Economic Behavior & Organization, Elsevier, vol. 216(C), pages 535-567.
    5. Louis Daumas, 2024. "Financial stability, stranded assets and the low‐carbon transition – A critical review of the theoretical and applied literatures," Journal of Economic Surveys, Wiley Blackwell, vol. 38(3), pages 601-716, July.
    6. Wei Jin & Rick van der Ploeg & Lin Zhang, 2020. "Do We Still Need Carbon-Intensive Capital When Transitioning to a Green Economy?," CESifo Working Paper Series 8745, CESifo.
    7. Garcia-Villegas, Salomon & Martorell, Enric, 2024. "Climate transition risk and the role of bank capital requirements," Economic Modelling, Elsevier, vol. 135(C).
    8. Kohei Matsumura & Tomomi Naka & Nao Sudo, 2023. "Analysis of the Transmission of Carbon Tax using a Multi-Sector Dynamic Stochastic General Equilibrium Model," Bank of Japan Working Paper Series 23-E-2, Bank of Japan.
    9. Coppens, Léo & Venmans, Frank, 2025. "The welfare properties of climate targets," Ecological Economics, Elsevier, vol. 228(C).
    10. Grubb, Michael & Lange, Rutger-Jan & Cerkez, Nicolas & Sognnaes, Ida & Wieners, Claudia & Salas, Pablo, 2024. "Dynamic determinants of optimal global climate policy," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 490-508.
    11. Anwesha Banerjee & Stefano Barbieri & Kai A. Konrad, 2022. "Climate Policy, Irreversibilities and Global Economic Shocks," Working Papers tax-mpg-rps-2022-11, Max Planck Institute for Tax Law and Public Finance.
    12. Francesca Diluiso & Barbara Annicchiarico & Matthias Kalkuhl & Jan C. Minx, 2020. "Climate Actions and Stranded Assets: The Role of Financial Regulation and Monetary Policy," CEIS Research Paper 501, Tor Vergata University, CEIS, revised 22 Jul 2020.
    13. Campiglio, Emanuele & van der Ploeg, Frederick, 2021. "Macro-Financial Transition Risks in the Fight Against Global Warming," RFF Working Paper Series 21-15, Resources for the Future.
    14. Borissov, Kirill & Bretschger, Lucas, 2022. "Optimal carbon policies in a dynamic heterogeneous world," European Economic Review, Elsevier, vol. 148(C).
    15. Cahen-Fourot, Louison & Campiglio, Emanuele & Godin, Antoine & Kemp-Benedict, Eric & Trsek, Stefan, 2021. "Capital stranding cascades: The impact of decarbonisation on productive asset utilisation," Energy Economics, Elsevier, vol. 103(C).
    16. Alena Miftakhova & Clément Renoir, 2021. "Economic Growth and Equity in Anticipation of Climate Policy," CER-ETH Economics working paper series 21/355, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    17. Frederick Ploeg, 2021. "Carbon pricing under uncertainty," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(5), pages 1122-1142, October.
    18. Varga, Janos & Roeger, Werner & in ’t Veld, Jan, 2022. "E-QUEST: A multisector dynamic general equilibrium model with energy and a model-based assessment to reach the EU climate targets," Economic Modelling, Elsevier, vol. 114(C).
    19. Deb, Pragyan & Furceri, Davide & Ostry, Jonathan D. & Tawk, Nour, 2023. "Creative destruction during crises: An opportunity for a cleaner energy mix," Energy Economics, Elsevier, vol. 128(C).
    20. Cappelli, Federica & Carnazza, Giovanni, 2025. "Close ties: How trade dynamics and environmental regulations shape international dependence on oil," Energy Policy, Elsevier, vol. 202(C).
    21. Jin, Wei & Shi, Xunpeng & Zhang, Lin, 2021. "Energy transition without dirty capital stranding," Energy Economics, Elsevier, vol. 102(C).
    22. Jin, Wei, 2021. "Path dependence, self-fulfilling expectations, and carbon lock-in," Resource and Energy Economics, Elsevier, vol. 66(C).
    23. Arik Sadeh & Claudia Florina Radu & Cristina Feniser & Andrei Borşa, 2020. "Governmental Intervention and Its Impact on Growth, Economic Development, and Technology in OECD Countries," Sustainability, MDPI, vol. 13(1), pages 1-30, December.
    24. Amigues, Jean-Pierre & Moreaux, Michel, 2025. "Lock-in in Renewable Energy Generation under Constraining Capacities and Heterogenous Conversion Performances," TSE Working Papers 25-1638, Toulouse School of Economics (TSE).
    25. Federica Cappelli & Giovanni Carnazza, 2025. "Close ties: how trade dynamics and environmental regulations shape international dependence on oil," SEEDS Working Papers 0125, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jan 2025.
    26. Muhammad Akhtar & Jian Xu & Umair Kashif & Kishwar Ali & Hafiz Muhammad Naveed & Muhammad Haris, 2025. "Bayesian neural network modelling for estimating ecological footprints and blue economy sustainability across G20 nations," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    27. Zhengqing Zhou & Hongshan Ai & Jiacheng Liu & Malin Song & Huiyu Yang, 2025. "Auditing the Leader: The Impact of Targeting Local Officials’ Environmental Regulations on Innovation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 1258-1290, March.
    28. Lukas Folkens & Petra Schneider, 2022. "Responsible Carbon Resource Management through Input-Oriented Cap and Trade (IOCT)," Sustainability, MDPI, vol. 14(9), pages 1-17, May.

  4. Yongyang Cai, 2019. "Computational Methods in Environmental and Resource Economics," Annual Review of Resource Economics, Annual Reviews, vol. 11(1), pages 59-82, October.

    Cited by:

    1. Emanuele Campiglio & Simon Dietz & Frank Venmans, 2022. "Optimal Climate Policy as If the Transition Matters," CESifo Working Paper Series 10139, CESifo.
    2. Villamizar, Rodrigo & Villamizar-Villegas, Mauricio & Arango, Lucia & Castelblanco, Geraldine, 2021. "Sustainability as a Policy Tool," Working papers 82, Red Investigadores de Economía.
    3. Lorenzo Reus & Frank J. Fabozzi, 2021. "Robust Solutions to the Life-Cycle Consumption Problem," Computational Economics, Springer;Society for Computational Economics, vol. 57(2), pages 481-499, February.
    4. Yongyang Cai & Kenneth L. Judd, 2023. "A simple but powerful simulated certainty equivalent approximation method for dynamic stochastic problems," Quantitative Economics, Econometric Society, vol. 14(2), pages 651-687, May.
    5. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.
    6. Peter Schober & Julian Valentin & Dirk Pflüger, 2022. "Solving High-Dimensional Dynamic Portfolio Choice Models with Hierarchical B-Splines on Sparse Grids," Computational Economics, Springer;Society for Computational Economics, vol. 59(1), pages 185-224, January.
    7. Yongyang Cai & Kenneth Judd & Rong Xu, 2020. "Numerical Solution of Dynamic Portfolio Optimization with Transaction Costs," Papers 2003.01809, arXiv.org.
    8. Aneli Bongers & Jose L. Torres, 2025. "Optimal path for orbital debris," Space Economics Working Papers 06-2025, Institute for Space Economics, revised Jun 2025.
    9. Yongyang Cai & Anastasios Xepapadeas & Aart de Zeeuw, 2025. "Solving Nash Equilibria in Nonlinear Differential Games for Common-Pool Resources," Papers 2506.06646, arXiv.org.
    10. Veruska Muccione & Thomas Lontzek & Christian Huggel & Philipp Ott & Nadine Salzmann, 2023. "An application of dynamic programming to local adaptation decision-making," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 119(1), pages 523-544, October.
    11. Chang K. Seung & Do-Hoon Kim & Ju-Hyun Yi, 2024. "Does Rationalization Improve Economy-Wide Welfare? A General Equilibrium Analysis of a Regional Fishery in a Developed Country," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(7), pages 1713-1759, July.
    12. Bauer, Adam Michael & McIsaac, Florent John & Hallegatte, Stephane, 2024. "How Delayed Learning about Climate Uncertainty Impacts Decarbonization Investment Strategies," Policy Research Working Paper Series 10743, The World Bank.

  5. Yongyang Cai & Thomas S. Lontzek, 2019. "The Social Cost of Carbon with Economic and Climate Risks," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2684-2734.
    See citations under working paper version above.
  6. Cai, Yongyang & Selod, Harris & Steinbuks, Jevgenijs, 2018. "Urbanization and land property rights," Regional Science and Urban Economics, Elsevier, vol. 70(C), pages 246-257.

    Cited by:

    1. Letrouit,Lucie Michele Maya & Selod,Harris, 2020. "Trust or Property Rights ? Can Trusted Relationships Substitute for Costly Land Registration in West African Cities ?," Policy Research Working Paper Series 9310, The World Bank.
    2. Yongyang Cai & William Brock & Anastasios Xepapadeas & Kenneth Judd, 2019. "Climate Policy under Spatial Heat Transport: Cooperative and Noncooperative Regional Outcomes," Papers 1909.04009, arXiv.org.
    3. Brueckner, Jan K. & Rabe, Claus & Selod, Harris, 2019. "Backyarding: Theory and evidence for South Africa," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    4. Celhay, Pablo & Undurraga, Raimundo, 2022. "Location Preferences and Slums Formation: Evidence from a Panel of Residence Histories," Regional Science and Urban Economics, Elsevier, vol. 97(C).
    5. Picard, Pierre M. & Selod, Harris, 2023. "Customary Land Conversion in African Cities," IZA Discussion Papers 16462, Institute of Labor Economics (IZA).
    6. M. Picard,Pierre & Selod,Harris, 2020. "Customary Land Conversion and the Formation of the African City," Policy Research Working Paper Series 9192, The World Bank.
    7. Alves, Guillermo, 2021. "Slum growth in Brazilian cities," Journal of Urban Economics, Elsevier, vol. 122(C).
    8. Munshifwa, Ephraim Kabunda, 2023. "Institutional analysis and informal urban settlements: A proposition for a new institutionalist grounded property rights perspective," Land Use Policy, Elsevier, vol. 134(C).
    9. Per G. Fredriksson & Satyendra Kumar Gupta & Weihua Zhao & Jim R. Wollscheid, 2023. "Legal heritage and urban slums," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 236-252, January.
    10. Tiemele Aristide Affroumou & Isaac Amedanou, 2024. "Internal Conflicts and the Moderating Role of Property Rights in Sub-Saharan Africa: Implications for Property Taxation," Post-Print hal-04610777, HAL.
    11. Yang, Chen & Qian, Zhu, 2022. "The complexity of property rights embedded in the rural-to-urban resettlement of China: A case of Hangzhou," Land Use Policy, Elsevier, vol. 122(C).
    12. Libang Ma & Meimei Chen & Xinglong Che & Fang Fang, 2019. "Research on Population-Land-Industry Relationship Pattern in Underdeveloped Regions: Gansu Province of Western China as an Example," Sustainability, MDPI, vol. 11(8), pages 1-19, April.
    13. Guedes, Ricardo & Iachan, Felipe S. & Sant’Anna, Marcelo, 2023. "Housing supply in the presence of informality," Regional Science and Urban Economics, Elsevier, vol. 99(C).
    14. Yujun Zhou & Jingming Liu & Xiang Kang, 2022. "Market-Driven Rural Construction—A Case Study of Fuhong Town, Chengdu," Sustainability, MDPI, vol. 14(10), pages 1-19, May.

  7. Yongyang Cai & Kenneth Judd & Jevgenijs Steinbuks, 2017. "A nonlinear certainty equivalent approximation method for dynamic stochastic problems," Quantitative Economics, Econometric Society, vol. 8(1), pages 117-147, March.
    See citations under working paper version above.
  8. Cai, Yongyang & Judd, Kenneth L. & Lontzek, Thomas S. & Michelangeli, Valentina & Su, Che-Lin, 2017. "A Nonlinear Programming Method For Dynamic Programming," Macroeconomic Dynamics, Cambridge University Press, vol. 21(2), pages 336-361, March.
    See citations under working paper version above.
  9. Yongyang Cai & Yongyang Cai & Kenneth L. Judd, 2017. "Computing Equilibria of Dynamic Games," Operations Research, INFORMS, vol. 65(2), pages 337-356, April.
    See citations under working paper version above.
  10. Cai, Yongyang & Golub, Alla A. & Hertel, Thomas W., 2017. "Agricultural research spending must increase in light of future uncertainties," Food Policy, Elsevier, vol. 70(C), pages 71-83.

    Cited by:

    1. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.
    2. Pedro Naso; Ozgun Haznedar; Bruno Lanz; Timothy Swanson, 2021. "Food Security in the Long-Run:A Macroeconomic Approach to Land Use Policy," CIES Research Paper series 71-2021, Centre for International Environmental Studies, The Graduate Institute.
    3. Wei Wang & Chongmei Zhang & Yan Guo & Dingde Xu, 2021. "Impact of Environmental and Health Risks on Rural Households’ Sustainable Livelihoods: Evidence from China," IJERPH, MDPI, vol. 18(20), pages 1-15, October.
    4. Naso, Pedro & Lanz, Bruno & Swanson, Tim, 2020. "The return of Malthus? Resource constraints in an era of declining population growth," European Economic Review, Elsevier, vol. 128(C).
    5. Yu, Zhiming & Zhang, Kaihua & Wang, Zeyu & Liu, Chen, 2024. "Immigration remittances, agricultural investment, and household wealth accumulation," Finance Research Letters, Elsevier, vol. 68(C).
    6. Yury Dranev & Maxim Kotsemir & Boris Syomin, 2018. "Diversity of research publications: relation to agricultural productivity and possible implications for STI policy," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 1565-1587, September.
    7. Naso, Pedro & Haznedar, Ozgun & Lanz, Bruno & Swanson, Tim, 2022. "A macroeconomic approach to global land use policy," Resource and Energy Economics, Elsevier, vol. 69(C).
    8. Uris Lantz C. Baldos & Keith O. Fuglie & Thomas W. Hertel, 2020. "The research cost of adapting agriculture to climate change: A global analysis to 2050," Agricultural Economics, International Association of Agricultural Economists, vol. 51(2), pages 207-220, March.
    9. Matin Qaim, 2020. "Role of New Plant Breeding Technologies for Food Security and Sustainable Agricultural Development," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(2), pages 129-150, June.
    10. Joshua Farley & Abdon Schmitt-Filho, 2024. "Building a Restorative Agricultural Economy: Insights from a Case Study in Santa Catarina, Brazil," Sustainability, MDPI, vol. 16(11), pages 1-22, June.
    11. Adrian Gracia-Romero & Joel Segarra & Fatima Zahra Rezzouk & Nieves Aparicio & Shawn C. Kefauver & José Luis Araus, 2025. "In-Field Phenotyping Using the Low-Cost and Open Access Fluorescence PhotosynQ Multispeq Sensor Together with NDVI: A Case Study with Durum Wheat," Agriculture, MDPI, vol. 15(4), pages 1-15, February.
    12. Christopher B. Barrett, 2021. "Overcoming Global Food Security Challenges through Science and Solidarity," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 422-447, March.
    13. Yongyang Cai, 2025. "Modeling Uncertainty in Integrated Assessment Models," Papers 2511.00378, arXiv.org.

  11. Yongyang Cai & Timothy M. Lenton & Thomas S. Lontzek, 2016. "Risk of multiple interacting tipping points should encourage rapid CO2 emission reduction," Nature Climate Change, Nature, vol. 6(5), pages 520-525, May.

    Cited by:

    1. Rudik, Ivan, 2019. "Optimal climate policy when damages are unknown," SocArXiv nc43k, Center for Open Science.
    2. Richard S.J. Tol, 2018. "The impact of climate change and the social cost of carbon," Working Paper Series 1318, Department of Economics, University of Sussex Business School.
    3. Yongyang Cai & William Brock & Anastasios Xepapadeas, 2022. "Climate Change Impact on Economic Growth: Regional Climate Policy under Cooperation and Noncooperation," DEOS Working Papers 2214, Athens University of Economics and Business.
    4. Yongyang Cai & William Brock & Anastasios Xepapadeas & Kenneth Judd, 2018. "Climate Policy under Cooperation and Competition between Regions with Spatial Heat Transport," NBER Working Papers 24473, National Bureau of Economic Research, Inc.
    5. Johannes Emmerling, 2018. "Sharing Of Climate Risks Across World Regions," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 9(03), pages 1-19, August.
    6. Rick Van der Ploeg & Armon Rezai, 2018. "Simple Rules For Climate Policy And Integrated Assessment," OxCarre Working Papers 213, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    7. Kent D. Daniel & Robert B. Litterman & Gernot Wagner, 2016. "Applying Asset Pricing Theory to Calibrate the Price of Climate Risk," NBER Working Papers 22795, National Bureau of Economic Research, Inc.
    8. Rick van der Ploeg, 2020. "Discounting and Climate Policy," CESifo Working Paper Series 8441, CESifo.
    9. Elizabeth Baldwin & Yongyang Cai & Karlygash Kuralbayeva, 2019. "To Build or not to Build? Capital Stocks and Climate Policy," OxCarre Working Papers 204, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    10. Olijslagers, Stan & van der Ploeg, Frederick & van Wijnbergen, Sweder, 2023. "On current and future carbon prices in a risky world," Journal of Economic Dynamics and Control, Elsevier, vol. 146(C).
    11. Wifo, 2021. "WIFO-Monatsberichte, Heft 1/2021," WIFO Monatsberichte (monthly reports), WIFO, vol. 94(1), January.
    12. Hongbo Duan & Gupeng Zhang & Shouyang Wang & Ying Fan, 2018. "Balancing China’s climate damage risk against emission control costs," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(3), pages 387-403, March.
    13. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.
    14. Felix J. Formanski & Marcel M. Pein & David D. Loschelder & John-Oliver Engler & Onno Husen & Johann M. Majer, 2022. "Tipping points ahead? How laypeople respond to linear versus nonlinear climate change predictions," Climatic Change, Springer, vol. 175(1), pages 1-20, November.
    15. Vogt-Schilb, Adrien & Hallegatte, Stephane, 2017. "Climate Policies and Nationally Determined Contributions: Reconciling the Needed Ambition with the Political Economy," IDB Publications (Working Papers) 8317, Inter-American Development Bank.
    16. Fu, Yang & Zheng, Zeyu, 2020. "Volatility modeling and the asymmetric effect for China’s carbon trading pilot market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 542(C).
    17. Dominika Czyz & Karolina Safarzynska, 2023. "Catastrophic Damages and the Optimal Carbon Tax Under Loss Aversion," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(2), pages 303-340, June.
    18. Cole, Wesley & Antonysamy, Adithya & Brown, Patrick & Sergi, Brian & Mai, Trieu & Denholm, Paul, 2023. "How much might it cost to decarbonize the power sector? It depends on the metric," Energy, Elsevier, vol. 276(C).
    19. Schultes, Anselm & Piontek, Franziska & Soergel, Bjoern & Rogelj, Joeri & Baumstark, Lavinia & Kriegler, Elmar & Edenhofer, Ottmar & Luderer, Gunnar, 2020. "Economic damages from on-going climate change imply deeper near-term emission cuts," MPRA Paper 103655, University Library of Munich, Germany.
    20. Frederick Ploeg, 2018. "The safe carbon budget," Climatic Change, Springer, vol. 147(1), pages 47-59, March.
    21. Brown, Patrick R. & O'Sullivan, Francis M., 2020. "Spatial and temporal variation in the value of solar power across United States electricity markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    22. Paul H. Thibodeau & Cynthia McPherson Frantz & Matias Berretta, 2017. "The earth is our home: systemic metaphors to redefine our relationship with nature," Climatic Change, Springer, vol. 142(1), pages 287-300, May.
    23. Martin Zapf & Hermann Pengg & Christian Weindl, 2019. "How to Comply with the Paris Agreement Temperature Goal: Global Carbon Pricing According to Carbon Budgets," Energies, MDPI, vol. 12(15), pages 1-20, August.
    24. Runst, Petrik & Höhle, David, 2022. "The German eco tax and its impact on CO2 emissions," Energy Policy, Elsevier, vol. 160(C).
    25. Stern, Nicholas, 2021. "A time for action on climate change and a time for change in economics," LSE Research Online Documents on Economics 112808, London School of Economics and Political Science, LSE Library.
    26. Claudia Kettner-Marx & Daniela Kletzan-Slamanig & Angela Köppl & Ina Meyer & Franz Sinabell & Mark Sommer, 2020. "Schlüsselindikatoren zu Klimawandel und Energiewirtschaft 2020. Sonderthema: COVID-19, CO2-Emissionen und Konjunkturpakete als Chance für strukturorientierten Klimaschutz," WIFO Monatsberichte (monthly reports), WIFO, vol. 93(7), pages 539-555, July.
    27. Distefano, Tiziano & D’Alessandro, Simone, 2023. "Introduction of the carbon tax in Italy: Is there room for a quadruple-dividend effect?," Energy Economics, Elsevier, vol. 120(C).
    28. Ben Groom & Frank Venmans, 2024. "The Social Value of Temporary Carbon Removals and Delayed Emissions," NBER Chapters, in: Environmental and Energy Policy and the Economy, volume 6, pages 169-212, National Bureau of Economic Research, Inc.
    29. Yongyang Cai & William Brock & Anastasios Xepapadeas & Kenneth Judd, 2019. "Climate Policy under Spatial Heat Transport: Cooperative and Noncooperative Regional Outcomes," Papers 1909.04009, arXiv.org.
    30. Fuzhi Lu & Huayu Lu & Yao Gu & Pengyu Lin & Zhengyao Lu & Qiong Zhang & Hongyan Zhang & Fan Yang & Xiaoyi Dong & Shuangwen Yi & Deliang Chen & Francesco S. R. Pausata & Maya Ben-Yami & Jennifer V. Mec, 2025. "Tipping point-induced abrupt shifts in East Asian hydroclimate since the Last Glacial Maximum," Nature Communications, Nature, vol. 16(1), pages 1-21, December.
    31. Stephen Keen & Timothy M. Lenton & Antoine Godin & Devrim Yilmaz & Matheus Grasselli & Timothy J. Garrett, 2021. "Economists' erroneous estimates of damages from climate change," Papers 2108.07847, arXiv.org.
    32. Thamo, Tas & Addai, Donkor & Kragt, Marit E. & Kingwell, Ross S. & Pannell, David J. & Robertson, Michael J., . "Climate change reduces the mitigation obtainable from sequestration in an Australian farming system," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(4).
    33. Wagener, Florian & de Zeeuw, Aart, 2021. "Stable partial cooperation in managing systems with tipping points," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    34. Van Der Ploeg,Frederick & Venables,Anthony J., 2022. "Radical Climate Policies," Policy Research Working Paper Series 10212, The World Bank.
    35. Christian Fries & Lennart Quante, 2023. "Intergenerational Equity in Models of Climate Change Mitigation: Stochastic Interest Rates introduce Adverse Effects, but (Non-linear) Funding Costs can Improve Intergenerational Equity," Papers 2309.16186, arXiv.org, revised Sep 2023.
    36. Lee, Sangjun & Zhao, Jinhua, 2021. "Adaptation to climate change: Extreme events versus gradual changes," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    37. Baldwin, Elizabeth & Cai, Yongyang & Kuralbayeva, Karlygash, 2020. "To build or not to build? Capital stocks and climate policy∗," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).
    38. Hambel, Christoph & van der Ploeg, Frederick, 2025. "Policy transition risk, carbon premiums, and asset prices," Journal of Monetary Economics, Elsevier, vol. 152(C).
    39. Nicholas Stern, 2022. "A Time for Action on Climate Change and a Time for Change in Economics," The Economic Journal, Royal Economic Society, vol. 132(644), pages 1259-1289.
    40. Svenn Jensen & Christian P. Traeger & Christian Träger, 2021. "Pricing Climate Risk," CESifo Working Paper Series 9196, CESifo.
    41. Rising, James A. & Taylor, Charlotte & Ives, Matthew C. & Ward, Robert E.T., 2022. "Challenges and innovations in the economic evaluation of the risks of climate change," Ecological Economics, Elsevier, vol. 197(C).
    42. Stern, Nicholas, 2022. "A time for action on climate change and a time for change in economics," LSE Research Online Documents on Economics 113456, London School of Economics and Political Science, LSE Library.
    43. Stern, Nicholas, 2021. "A time for action on climate change and a time for change in economics," LSE Research Online Documents on Economics 112802, London School of Economics and Political Science, LSE Library.
    44. van der Ploeg, Frederick & ,, 2018. "Pricing Carbon Under Economic and Climactic Risks: Leading-Order Results from Asymptotic Analysis," CEPR Discussion Papers 12642, C.E.P.R. Discussion Papers.
    45. Rick Van der Ploeg & Ton S. Van den Bremer, 2018. "The Risk-Adjusted Carbon Price," OxCarre Working Papers 203, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    46. Frederick Ploeg, 2021. "Carbon pricing under uncertainty," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(5), pages 1122-1142, October.
    47. Giacomo Marangoni & Jonathan R. Lamontagne & Julianne D. Quinn & Patrick M. Reed & Klaus Keller, 2021. "Adaptive mitigation strategies hedge against extreme climate futures," Climatic Change, Springer, vol. 166(3), pages 1-17, June.
    48. Luis Moisés Peña-Lévano & Farzad Taheripour & Wallace E. Tyner, 2019. "Climate Change Interactions with Agriculture, Forestry Sequestration, and Food Security," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(2), pages 653-675, October.
    49. Lucas Bretschger & Karen Pittel, 2020. "Twenty Key Challenges in Environmental and Resource Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 77(4), pages 725-750, December.
    50. Riccardo Rebonato & Riccardo Ronzani & Lionel Melin, 2023. "Robust management of climate risk damages," Risk Management, Palgrave Macmillan, vol. 25(3), pages 1-43, September.
    51. Simon Willcock & Gregory S. Cooper & John Addy & John A. Dearing, 2023. "Earlier collapse of Anthropocene ecosystems driven by multiple faster and noisier drivers," Nature Sustainability, Nature, vol. 6(11), pages 1331-1342, November.
    52. Christian P. Fries & Lennart Quante, 2023. "Intergenerational Equitable Climate Change Mitigation: Negative Effects of Stochastic Interest Rates; Positive Effects of Financing," Papers 2312.07614, arXiv.org, revised Aug 2025.
    53. Gaya Herrington, 2021. "Update to limits to growth: Comparing the World3 model with empirical data," Journal of Industrial Ecology, Yale University, vol. 25(3), pages 614-626, June.
    54. Ivan Rudik, 2020. "Optimal Climate Policy When Damages Are Unknown," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 340-373, May.
    55. Richard S.J. Tol, 2021. "Estimates of the social cost of carbon have not changed over time," Working Paper Series 0821, Department of Economics, University of Sussex Business School.
    56. Ikefuji, Masako & Laeven, Roger J.A. & Magnus, Jan R. & Muris, Chris, 2020. "Expected utility and catastrophic risk in a stochastic economy–climate model," Journal of Econometrics, Elsevier, vol. 214(1), pages 110-129.
    57. Daiju Narita & Hans-Otto Poertner & Katrin Rehdanz, 2020. "Accounting for risk transitions of ocean ecosystems under climate change: an economic justification for more ambitious policy responses," Climatic Change, Springer, vol. 162(1), pages 1-11, September.
    58. Samuel Jovan Okullo, 2020. "Determining the Social Cost of Carbon: Under Damage and Climate Sensitivity Uncertainty," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(1), pages 79-103, January.
    59. Lei Zhu & Zhihao Yan & Hongbo Duan & Yongyang Cai & Xiaobing Zhang, 2025. "Long Coalition Leads to Shrink? The Roles of Tipping and Technology-Sharing in Climate Clubs," Papers 2506.16162, arXiv.org.
    60. Wifo, 2020. "WIFO-Monatsberichte, Heft 7/2020," WIFO Monatsberichte (monthly reports), WIFO, vol. 93(7), July.
    61. Luke Kemp, 2017. "Limiting the climate impact of the Trump administration," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 3(1), pages 1-5, December.
    62. Jack Homer, 2020. "Modeling global loss of life from climate change through 2060," System Dynamics Review, System Dynamics Society, vol. 36(4), pages 523-535, October.
    63. Lucas Bretschger & Karen Pittel, 2019. "Twenty Key Questions in Environmental and Resource Economics," CER-ETH Economics working paper series 19/328, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    64. Ottmar Edenhofer & Kai Lessmann & Ibrahim Tahri, 2021. "Asset Pricing and the Carbon Beta of Externalities," CESifo Working Paper Series 9269, CESifo.
    65. Yacov Tsur & Amos Zemel, 2017. "Coping with Multiple Catastrophic Threats," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(1), pages 175-196, September.
    66. Rising, James A. & Taylor, Charlotte & Ives, Matthew C. & Ward, Robert E.t., 2022. "Challenges and innovations in the economic evaluation of the risks of climate change," LSE Research Online Documents on Economics 114941, London School of Economics and Political Science, LSE Library.
    67. Gerard Meijden & Frederick Ploeg & Cees Withagen, 2017. "Frontiers of Climate Change Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(1), pages 1-14, September.
    68. Marcos-Martinez, Raymundo & Bryan, Brett A. & Schwabe, Kurt A. & Connor, Jeffery D. & Law, Elizabeth A. & Nolan, Martin & Sánchez, José J., 2019. "Projected social costs of CO2 emissions from forest losses far exceed the sequestration benefits of forest gains under global change," Ecosystem Services, Elsevier, vol. 37(C), pages 1-1.
    69. Johannes Emmerling & Ulrike Kornek & Valentina Bosetti & Kai Lessmann, 2021. "Climate thresholds and heterogeneous regions: Implications for coalition formation," The Review of International Organizations, Springer, vol. 16(2), pages 293-316, April.
    70. Daniela Kletzan-Slamanig & Franz Sinabell, 2021. "Der Beitrag der Konjunkturbelebung zur Transformation. Einordnung von Maßnahmen der Bundesländer," WIFO Monatsberichte (monthly reports), WIFO, vol. 94(1), pages 67-78, January.
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  12. Yongyang Cai & Kenneth Judd, 2015. "Dynamic programming with Hermite approximation," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 81(3), pages 245-267, June.
    See citations under working paper version above.
  13. Yongyang Cai & Kenneth Judd & Greg Thain & Stephen Wright, 2015. "Solving Dynamic Programming Problems on a Computational Grid," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 261-284, February.
    See citations under working paper version above.
  14. Thomas S. Lontzek & Yongyang Cai & Kenneth L. Judd & Timothy M. Lenton, 2015. "Stochastic integrated assessment of climate tipping points indicates the need for strict climate policy," Nature Climate Change, Nature, vol. 5(5), pages 441-444, May.

    Cited by:

    1. Rick Van der Ploeg & Aart de Zeeuw, 2018. "Pricing Carbon and Adjusting Capital to Fend off Climate Catastrophes," OxCarre Working Papers 207, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    2. Aleksandar Arandjelovi'c & Pavel V. Shevchenko & Tomoko Matsui & Daisuke Murakami & Tor A. Myrvoll, 2024. "Solving stochastic climate-economy models: A deep least-squares Monte Carlo approach," Papers 2408.09642, arXiv.org, revised Dec 2025.
    3. Rudik, Ivan, 2019. "Optimal climate policy when damages are unknown," SocArXiv nc43k, Center for Open Science.
    4. Laurence Kotlikoff & Felix Kubler & Andrey Polbin & Jeffrey Sachs & Simon Scheidegger, 2021. "Making Carbon Taxation A Generational Win Win," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(1), pages 3-46, February.
    5. Georgii Riabov & Aleh Tsyvinski, 2021. "Policy with stochastic hysteresis," Papers 2104.10225, arXiv.org.
    6. Hjort, Ingrid, 2016. "Potential Climate Risks in Financial Markets: A Literature Overview," Memorandum 01/2016, Oslo University, Department of Economics.
    7. Rick van der Ploeg, 2020. "Discounting and Climate Policy," CESifo Working Paper Series 8441, CESifo.
    8. Diana Dimitrova, 2018. "The 2018 Nobel Prize in Economics," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 6, pages 98-152.
    9. Nicolas Taconet & Céline Guivarch & Antonin Pottier, 2021. "Social Cost of Carbon Under Stochastic Tipping Points," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(4), pages 709-737, April.
    10. Aurélie Méjean & Antonin Pottier & Marc Fleurbaey & Stéphane Zuber, 2020. "Catastrophic climate change, population ethics and intergenerational equity," Post-Print halshs-01599453, HAL.
    11. Tiziano De Angelis & Peter Tankov & Olivier David Zerbib, 2022. "Climate Impact Investing," Carlo Alberto Notebooks 676 JEL Classification: G, Collegio Carlo Alberto.
    12. Aurélie Méjean & Antonin Pottier & Stéphane Zuber & Marc Fleurbaey, 2017. "Intergenerational equity under catastrophic climate change," Working Papers 2017.25, FAERE - French Association of Environmental and Resource Economists.
    13. Loïc Berger & Johannes Emmerling, 2017. "Welfare as Simple(x) Equity Equivalents," Working Papers 2017.14, Fondazione Eni Enrico Mattei.
    14. Hongbo Duan & Gupeng Zhang & Shouyang Wang & Ying Fan, 2018. "Balancing China’s climate damage risk against emission control costs," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(3), pages 387-403, March.
    15. Anne‐Sophie Crépin & Eric Nævdal, 2020. "Inertia Risk: Improving Economic Models of Catastrophes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(4), pages 1259-1285, October.
    16. Pablo Bra~nas-Garza & Antonio Cabrales & Mar'ia Paz Espinosa & Diego Jorrat, 2022. "The effect of ambiguity in strategic environments: an experiment," Papers 2209.11079, arXiv.org.
    17. Dominika Czyz & Karolina Safarzynska, 2023. "Catastrophic Damages and the Optimal Carbon Tax Under Loss Aversion," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(2), pages 303-340, June.
    18. Rezai, Armon & van der Ploeg, Frederick, 2017. "Climate policies under climate model uncertainty: Max-min and min-max regret," Energy Economics, Elsevier, vol. 68(S1), pages 4-16.
    19. Loïc Berger & Johannes Emmerling, 2020. "Welfare As Equity Equivalents," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 727-752, September.
    20. Sureth Michael & Kalkuhl Matthias & Edenhofer Ottmar & Rockström Johan, 2023. "A Welfare Economic Approach to Planetary Boundaries," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 243(5), pages 477-542, October.
    21. Roux, Nicolas & Kastner, Thomas & Erb, Karl-Heinz & Haberl, Helmut, 2021. "Does agricultural trade reduce pressure on land ecosystems? Decomposing drivers of the embodied human appropriation of net primary production," Ecological Economics, Elsevier, vol. 181(C).
    22. Brown, Patrick R. & O'Sullivan, Francis M., 2020. "Spatial and temporal variation in the value of solar power across United States electricity markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    23. Runst, Petrik & Höhle, David, 2022. "The German eco tax and its impact on CO2 emissions," Energy Policy, Elsevier, vol. 160(C).
    24. Yao, Xing & Fan, Ying & Zhu, Lei & Zhang, Xian, 2020. "Optimization of dynamic incentive for the deployment of carbon dioxide removal technology: A nonlinear dynamic approach combined with real options," Energy Economics, Elsevier, vol. 86(C).
    25. Lint Barrage, 2020. "Optimal Dynamic Carbon Taxes in a Climate–Economy Model with Distortionary Fiscal Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 1-39.
    26. Franziska Piontek & Matthias Kalkuhl & Elmar Kriegler & Anselm Schultes & Marian Leimbach & Ottmar Edenhofer & Nico Bauer, 2019. "Economic Growth Effects of Alternative Climate Change Impact Channels in Economic Modeling," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1357-1385, August.
    27. Simon Dietz & Felix Koninx, 2022. "Economic impacts of melting of the Antarctic Ice Sheet," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    28. Nicolas Taconet & Céline Guivarch & Antonin Pottier, 2019. "Social Cost of Carbon under stochastic tipping points: when does risk play a role?," Working Papers hal-02408904, HAL.
    29. van der Ploeg, Frederick & Rezai, Armon, 2018. "The Agnostic's Response to Climate Deniers: Price Carbon!," Ecological Economic Papers 21, WU Vienna University of Economics and Business.
    30. Plaga, Leonie Sara & Bertsch, Valentin, 2023. "Methods for assessing climate uncertainty in energy system models — A systematic literature review," Applied Energy, Elsevier, vol. 331(C).
    31. Alexandra Brausmann & Lucas Bretschger, 2024. "Escaping Damocles’ Sword: Endogenous Climate Shocks in a Growing Economy," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(6), pages 1545-1592, June.
    32. Shuyang Chen & Mingyu Li & Can Wang, 2023. "The primary benefits of the Nationwide Emission Trading Scheme in China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 28(8), pages 1-17, December.
    33. Nicoletta Batini & Luigi Durand, 2024. "Accounting for Nature in Economic Models," Working Papers Central Bank of Chile 1014, Central Bank of Chile.
    34. Monasterolo, Irene & Roventini, Andrea & Foxon, Tim J., 2019. "Uncertainty of climate policies and implications for economics and finance: An evolutionary economics approach," Ecological Economics, Elsevier, vol. 163(C), pages 177-182.
    35. Ettore Gallo, 2024. "Reduction of CO2 Emissions, Climate Damage and the Persistence of Business Cycles: A Model of (De)coupling," Working Papers 2413, New School for Social Research, Department of Economics.
    36. Armon Rezai & Frederick Van der Ploeg, 2016. "Second-Best Renewable Subsidies to De-Carbonize the Economy: Commitment and the Green Paradox," CESifo Working Paper Series 5721, CESifo.
    37. Drudi, Francesco & Moench, Emanuel & Holthausen, Cornelia & Weber, Pierre-François & Ferrucci, Gianluigi & Setzer, Ralph & Adao, Bernardino & Dées, Stéphane & Alogoskoufis, Spyros & Téllez, Mar Delgad, 2021. "Climate change and monetary policy in the euro area," Occasional Paper Series 271, European Central Bank.
    38. Jussi Lintunen & Lauri Vilmi, 2021. "Optimal Emission Prices Over the Business Cycles," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(1), pages 135-167, September.
    39. Francisco Estrada & Richard S. J. Tol, 2015. "Toward Impact Functions For Stochastic Climate Change," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 6(04), pages 1-13, November.
    40. Svenn Jensen & Christian P. Traeger & Christian Träger, 2021. "Pricing Climate Risk," CESifo Working Paper Series 9196, CESifo.
    41. J. Farmer & Cameron Hepburn & Penny Mealy & Alexander Teytelboym, 2015. "A Third Wave in the Economics of Climate Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(2), pages 329-357, October.
    42. Rising, James A. & Taylor, Charlotte & Ives, Matthew C. & Ward, Robert E.T., 2022. "Challenges and innovations in the economic evaluation of the risks of climate change," Ecological Economics, Elsevier, vol. 197(C).
    43. Johannes Emmerling & Massimo Tavoni, 2018. "Climate Engineering and Abatement: A ‘flat’ Relationship Under Uncertainty," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(2), pages 395-415, February.
    44. van der Ploeg, Frederick & ,, 2018. "Pricing Carbon Under Economic and Climactic Risks: Leading-Order Results from Asymptotic Analysis," CEPR Discussion Papers 12642, C.E.P.R. Discussion Papers.
    45. Rick Van der Ploeg & Ton S. Van den Bremer, 2018. "The Risk-Adjusted Carbon Price," OxCarre Working Papers 203, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    46. Richard S. J. Tol, 2024. "Database for the meta-analysis of the social cost of carbon (v2025.1)," Papers 2402.09125, arXiv.org, revised Feb 2025.
    47. Richard S. J. Tol, 2015. "Economic impacts of climate change," Working Paper Series 7515, Department of Economics, University of Sussex Business School.
    48. Brown, Kristen E. & Henze, Daven K. & Milford, Jana B., 2017. "How accounting for climate and health impacts of emissions could change the US energy system," Energy Policy, Elsevier, vol. 102(C), pages 396-405.
    49. Frederick Ploeg, 2021. "Carbon pricing under uncertainty," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(5), pages 1122-1142, October.
    50. Linnea Lorentzen & Steinar Strøm & Jon Vislie, 2024. "Competing Stochastic Thresholds: The Green Transition as a Race Between “The Good” and “The Ugly”," CESifo Working Paper Series 11418, CESifo.
    51. Pavel V. Shevchenko & Daisuke Murakami & Tomoko Matsui & Tor A. Myrvoll, 2022. "Impact of COVID-19 type events on the economy and climate under the stochastic DICE model," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 24(3), pages 459-476, July.
    52. Lemoine, Derek & Traeger, Christian P., 2016. "Ambiguous tipping points," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PB), pages 5-18.
    53. Lisette Beek & Manjana Milkoreit & Linda Prokopy & Jason B. Reed & Joost Vervoort & Arjan Wardekker & Roberta Weiner, 2022. "The effects of serious gaming on risk perceptions of climate tipping points," Climatic Change, Springer, vol. 170(3), pages 1-23, February.
    54. Frédéric CHERBONNIER & Ulrich HEGE, 2020. "Risques climatiques et règlementation financière prudentielle," Working Paper b08f5c14-94fc-4ccc-b857-6, Agence française de développement.
    55. Heutel, Garth & Moreno-Cruz, Juan & Shayegh, Soheil, 2016. "Climate tipping points and solar geoengineering," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PB), pages 19-45.
    56. Tsigaris, Panagiotis & Wood, Joel, 2019. "The potential impacts of climate change on capital in the 21st century," Ecological Economics, Elsevier, vol. 162(C), pages 74-86.
    57. Boqiang Lin & Zhijie Jia, 2020. "Supply control vs. demand control: why is resource tax more effective than carbon tax in reducing emissions?," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 7(1), pages 1-13, December.
    58. Ivan Rudik, 2020. "Optimal Climate Policy When Damages Are Unknown," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 340-373, May.
    59. Miftakhova, Alena & Judd, Kenneth L. & Lontzek, Thomas S. & Schmedders, Karl, 2020. "Statistical approximation of high-dimensional climate models," Journal of Econometrics, Elsevier, vol. 214(1), pages 67-80.
    60. Xu Lin & Sweder van Wijnbergen, "undated". "The Social Cost of Carbon under Climate Volatility Risk," Tinbergen Institute Discussion Papers 23-032/IV, Tinbergen Institute.
    61. Perera, A.T.D. & Khayatian, F. & Eggimann, S. & Orehounig, K. & Halgamuge, Saman, 2022. "Quantifying the climate and human-system-driven uncertainties in energy planning by using GANs," Applied Energy, Elsevier, vol. 328(C).
    62. Richard S.J. Tol, 2021. "Estimates of the social cost of carbon have not changed over time," Working Paper Series 0821, Department of Economics, University of Sussex Business School.
    63. Ikefuji, Masako & Laeven, Roger J.A. & Magnus, Jan R. & Muris, Chris, 2020. "Expected utility and catastrophic risk in a stochastic economy–climate model," Journal of Econometrics, Elsevier, vol. 214(1), pages 110-129.
    64. Wiskich, Anthony, 2024. "A carbon tax versus clean subsidies: Optimal and suboptimal policies for the clean transition," Energy Economics, Elsevier, vol. 132(C).
    65. Daiju Narita & Hans-Otto Poertner & Katrin Rehdanz, 2020. "Accounting for risk transitions of ocean ecosystems under climate change: an economic justification for more ambitious policy responses," Climatic Change, Springer, vol. 162(1), pages 1-11, September.
    66. Zvonko Kostanjcar & Stjepan Begusic & H. E. Stanley & Boris Podobnik, 2015. "Estimating Tipping Points in Feedback-Driven Financial Networks," Papers 1509.04952, arXiv.org.
    67. Chan, Ying Tung, 2020. "Carbon policies and productivity uncertainty: An intertemporal analysis," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    68. Iverson , Terrence & Karp, Larry, 2017. "Carbon taxes and climate commitment with non-constant time preference," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt3hw6s14v, Department of Agricultural & Resource Economics, UC Berkeley.
    69. Larry Karp & Armon Rezai, 2018. "Asset Prices and Climate Policy," 2018 Meeting Papers 595, Society for Economic Dynamics.
    70. Anthony Wiskich, 2024. "Social Costs of Methane and Carbon Dioxide in a Tipping Climate," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(5), pages 1275-1293, May.
    71. Edilyan Elen (Эдилян Э.Т.), 2019. "Green Industrial Policy: Institutionalization, World Experience, Peculiarities Of Implementation In Russia [«Зеленая» Промышленная Политика: Институционализация, Мировой Опыт, Особенности Реализаци," State and Municipal Management Scholar Notes, Russian Presidential Academy of National Economy and Public Administration, vol. 2, pages 291-300.
    72. Méjean, Aurélie & Pottier, Antonin & Zuber, Stéphane & Fleurbaey, Marc, 2023. "Opposite ethical views converge under the threat of catastrophic climate change," Ecological Economics, Elsevier, vol. 212(C).
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    75. Johannes Emmerling & Ulrike Kornek & Valentina Bosetti & Kai Lessmann, 2021. "Climate thresholds and heterogeneous regions: Implications for coalition formation," The Review of International Organizations, Springer, vol. 16(2), pages 293-316, April.
    76. Veruska Muccione & Thomas Lontzek & Christian Huggel & Philipp Ott & Nadine Salzmann, 2023. "An application of dynamic programming to local adaptation decision-making," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 119(1), pages 523-544, October.
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    80. Thomas S. Lontzek & Daiju Narita & Ole Wilms, 2016. "Stochastic Integrated Assessment of Ecosystem Tipping Risk," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 65(3), pages 573-598, November.
    81. Yongyang Cai, 2025. "Modeling Uncertainty in Integrated Assessment Models," Papers 2511.00378, arXiv.org.

  15. Yongyang Cai & Kenneth Judd, 2013. "Shape-preserving dynamic programming," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 77(3), pages 407-421, June.

    Cited by:

    1. Kathrin Glau & Mirco Mahlstedt & Christian Potz, 2018. "A new approach for American option pricing: The Dynamic Chebyshev method," Papers 1806.05579, arXiv.org.
    2. Simon Haastert & Christian Schluter & Mark Trede, 2025. "Inequality Measurement - A unifying framework for dynamics, multidimensionality, and uncertainty," CQE Working Papers 11125, Center for Quantitative Economics (CQE), University of Muenster.
    3. Yongyang Cai & Kenneth Judd & Jevgenijs Steinbuks, 2015. "A Nonlinear Certainty Equivalent Approximation Method for Dynamic Stochastic Problems," NBER Working Papers 21590, National Bureau of Economic Research, Inc.
    4. Dennis Kristensen & Patrick K. Mogensen & Jong Myun Moon & Bertel Schjerning, 2019. "Solving Dynamic Discrete Choice Models Using Smoothing and Sieve Methods," Papers 1904.05232, arXiv.org, revised Feb 2020.
    5. Yongyang Cai & Kenneth Judd, 2015. "Dynamic programming with Hermite approximation," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 81(3), pages 245-267, June.
    6. Yongyang Cai & Kenneth Judd & Rong Xu, 2020. "Numerical Solution of Dynamic Portfolio Optimization with Transaction Costs," Papers 2003.01809, arXiv.org.
    7. Luckny Zephyr & Bernard F. Lamond & Kenjy Demeester & Marco Latraverse, 2025. "Two simplex-based approximate stochastic dynamic programming schemes for a real hydropower management problem," Annals of Operations Research, Springer, vol. 351(1), pages 333-364, August.
    8. Yongyang Cai & Kenneth Judd & Greg Thain & Stephen Wright, 2015. "Solving Dynamic Programming Problems on a Computational Grid," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 261-284, February.

  16. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2012. "Open science is necessary," Nature Climate Change, Nature, vol. 2(5), pages 299-299, May.

    Cited by:

    1. Havranek, Tomas & Irsova, Zuzana & Janda, Karel & Zilberman, David, 2014. "Selective Reporting and the Social Cost of Carbon," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt8wk3t1c8, Department of Agricultural & Resource Economics, UC Berkeley.
    2. de Rigo, Daniele, 2013. "Software uncertainty in integrated environmental modelling: the role of semantics and open science," MPRA Paper 45960, University Library of Munich, Germany.
    3. Armon Rezai & Frederick Van der Ploeg, 2016. "Second-Best Renewable Subsidies to De-Carbonize the Economy: Commitment and the Green Paradox," CESifo Working Paper Series 5721, CESifo.
    4. Francisco Estrada & Richard S. J. Tol, 2015. "Toward Impact Functions For Stochastic Climate Change," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 6(04), pages 1-13, November.
    5. Richard S. J. Tol, 2015. "Economic impacts of climate change," Working Paper Series 7515, Department of Economics, University of Sussex Business School.
    6. Raphael Calel & David Stainforth & Simon Dietz, 2015. "Tall tales and fat tails: the science and economics of extreme warming," Climatic Change, Springer, vol. 132(1), pages 127-141, September.
    7. Hwang, In Chang & Reynès, Frédéric & Tol, Richard S.J., 2017. "The effect of learning on climate policy under fat-tailed risk," Resource and Energy Economics, Elsevier, vol. 48(C), pages 1-18.
    8. Richard S.J. Tol, 2021. "Estimates of the social cost of carbon have not changed over time," Working Paper Series 0821, Department of Economics, University of Sussex Business School.
    9. In Chang Hwang, 2016. "Active learning and optimal climate policy," EcoMod2016 9611, EcoMod.
    10. Rodriguez Aseretto, Dario & Di Leo, Margherita & de Rigo, Daniele & Corti, Paolo & McInerney, Daniel & Camia, Andrea & San-Miguel-Ayanz, Jesús, 2013. "Free and open source software underpinning the european forest data centre," MPRA Paper 44121, University Library of Munich, Germany.
    11. Armon Rezai & Frederick Van der Ploeg, 2016. "Intergenerational Inequality Aversion, Growth, and the Role of Damages: Occam's Rule for the Global Carbon Tax," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(2), pages 493-522.
    12. Richard S. J. Tol, 2021. "Estimates of the social cost of carbon have increased over time," Papers 2105.03656, arXiv.org, revised Aug 2022.

  17. Cai, Yongyang & Judd, Kenneth L., 2012. "Dynamic programming with shape-preserving rational spline Hermite interpolation," Economics Letters, Elsevier, vol. 117(1), pages 161-164.

    Cited by:

    1. Yongyang Cai & Kenneth Judd & Jevgenijs Steinbuks, 2015. "A Nonlinear Certainty Equivalent Approximation Method for Dynamic Stochastic Problems," NBER Working Papers 21590, National Bureau of Economic Research, Inc.
    2. Lilia Maliar & Serguei Maliar, 2013. "Envelope condition method versus endogenous grid method for solving dynamic programming problems," Working Papers. Serie AD 2013-07, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    3. Klein, T.J.; & Salm, M.; & Upadhyay, S.;, 2024. "Patient cost-sharing and redistribution in health insurance," Health, Econometrics and Data Group (HEDG) Working Papers 24/15, HEDG, c/o Department of Economics, University of York.
    4. Yongyang Cai & Kenneth Judd, 2015. "Dynamic programming with Hermite approximation," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 81(3), pages 245-267, June.
    5. Marlon Azinovic-Yang & Jan Zemlicka, 2025. "Deep Learning in the Sequence Space," CERGE-EI Working Papers wp802, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    6. Yongyang Cai & Kenneth Judd & Rong Xu, 2020. "Numerical Solution of Dynamic Portfolio Optimization with Transaction Costs," Papers 2003.01809, arXiv.org.
    7. Yongyang Cai & Kenneth Judd, 2013. "Shape-preserving dynamic programming," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 77(3), pages 407-421, June.
    8. Marlon Azinovic-Yang & Jan v{Z}emliv{c}ka, 2025. "Deep Learning in the Sequence Space," Papers 2509.13623, arXiv.org.
    9. Yongyang Cai & Kenneth Judd & Greg Thain & Stephen Wright, 2015. "Solving Dynamic Programming Problems on a Computational Grid," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 261-284, February.
    10. Klein, Tobias J. & Salm, Martin & Upadhyay, Suraj, 2024. "Patient Cost-Sharing and Redistribution in Health Insurance," IZA Discussion Papers 16778, Institute of Labor Economics (IZA).

  18. Yongyang Cai & Kenneth L. Judd, 2010. "Stable and Efficient Computational Methods for Dynamic Programming," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 626-634, 04-05.

    Cited by:

    1. Rao, Akhil & Burgess, Matthew & Kaffine, Daniel, 2020. "Orbital-use fees could more than quadruple the value of the space industry," MPRA Paper 112708, University Library of Munich, Germany.
    2. Xiao Liu, 2023. "Dynamic Coupon Targeting Using Batch Deep Reinforcement Learning: An Application to Livestream Shopping," Marketing Science, INFORMS, vol. 42(4), pages 637-658, July.
    3. Gaurav Khemka & Adam Butt, 2017. "Non-Parametric Integral Estimation Using Data Clustering in Stochastic dynamic Programming: An Introduction Using Lifetime Financial Modelling," Risks, MDPI, vol. 5(4), pages 1-17, October.
    4. Peter Schober & Julian Valentin & Dirk Pflüger, 2022. "Solving High-Dimensional Dynamic Portfolio Choice Models with Hierarchical B-Splines on Sparse Grids," Computational Economics, Springer;Society for Computational Economics, vol. 59(1), pages 185-224, January.
    5. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2013. "The Social Cost of Stochastic and Irreversible Climate Change," NBER Working Papers 18704, National Bureau of Economic Research, Inc.
    6. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek, 2015. "The Social Cost of Carbon with Economic and Climate Risks," Papers 1504.06909, arXiv.org, revised Apr 2015.
    7. Yongyang Cai & Kenneth Judd, 2013. "Shape-preserving dynamic programming," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 77(3), pages 407-421, June.
    8. Harold Cole & Felix Kubler, 2012. "Recursive Contracts, Lotteries and Weakly Concave Pareto Sets," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(4), pages 479-500, October.
    9. Yongyang Cai & Kenneth L. Judd & Rong Xu, 2013. "Numerical Solution of Dynamic Portfolio Optimization with Transaction Costs," NBER Working Papers 18709, National Bureau of Economic Research, Inc.
    10. Ben J. Heijdra & Fabian Kindermann & Laurie S. M. Reijnders, 2014. "Life in Shackles? The Quantitative Implications of Reforming the Educational Loan System," CESifo Working Paper Series 5013, CESifo.
    11. Yongyang Cai & Kenneth L. Judd & Thomas S. Lontzek & Valentina Michelangeli & Che-Lin Su, 2013. "Nonlinear Programming Method for Dynamic Programming," NBER Working Papers 19034, National Bureau of Economic Research, Inc.
    12. Cai, Yongyang & Judd, Kenneth L., 2012. "Dynamic programming with shape-preserving rational spline Hermite interpolation," Economics Letters, Elsevier, vol. 117(1), pages 161-164.
    13. Yongyang Cai & Kenneth L. Judd & Greg Thain & Stephen J. Wright, 2013. "Solving Dynamic Programming Problems on a Computational Grid," NBER Working Papers 18714, National Bureau of Economic Research, Inc.

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