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Optimal Transport Methods in Economics

Citations

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Cited by:

  1. Simon Clark, 2020. ""You're Just My Type!" Matching and Payoffs When Like Attracts Like," Edinburgh School of Economics Discussion Paper Series 295, Edinburgh School of Economics, University of Edinburgh.
  2. Dmitry Arkhangelsky, 2019. "Dealing with a Technological Bias: The Difference-in-Difference Approach," Working Papers wp2019_1903, CEMFI.
  3. Blanchet, Adrien & Carlier, Guillaume & Nenna, Luca, 2017. "Computation of Cournot-Nash equilibria by entropic regularization," TSE Working Papers 17-785, Toulouse School of Economics (TSE).
  4. Alfred Galichon, 2021. "The Unreasonable Effectiveness of Optimal Transport in Economics," Sciences Po Economics Publications (main) hal-03936221, HAL.
  5. Gu, Jiaying & Russell, Thomas M., 2023. "Partial identification in nonseparable binary response models with endogenous regressors," Journal of Econometrics, Elsevier, vol. 235(2), pages 528-562.
  6. Pablo D. Fajgelbaum & Edouard Schaal, 2020. "Optimal Transport Networks in Spatial Equilibrium," Econometrica, Econometric Society, vol. 88(4), pages 1411-1452, July.
  7. Fally, Thibault & Hillberry, Russell, 2018. "A Coasian model of international production chains," Journal of International Economics, Elsevier, vol. 114(C), pages 299-315.
  8. Andrei Voronin, 2025. "Generalized Optimal Transport," Papers 2507.22422, arXiv.org.
  9. Manuel Arellano & Stéphane Bonhomme, 2023. "Recovering Latent Variables by Matching," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 118(541), pages 693-706, January.
  10. Xavier D'Haultfoeuille & Christophe Gaillac & Arnaud Maurel, 2018. "Rationalizing Rational Expectations? Tests and Deviations," NBER Working Papers 25274, National Bureau of Economic Research, Inc.
  11. Raphaël Lamotte & André de Palma & Nikolas Geroliminis, 2022. "Impacts of Metering-Based Dynamic Priority Schemes," Transportation Science, INFORMS, vol. 56(2), pages 358-380, March.
  12. Brendan Pass, 2017. "Interpolating between matching and hedonic pricing models," Papers 1701.04431, arXiv.org.
  13. João Pedro M. Franco & Márcio Laurini, 2025. "Multivariate Risk Analysis in Cryptocurrency Market: An Optimal Transport Approach," Computational Economics, Springer;Society for Computational Economics, vol. 66(6), pages 5257-5298, December.
  14. Rami V. Tabri, 2026. "Distributional Change in Ordinal Data with Missing Observations: Minimal Mobility and Partial Identification," Papers 2604.12611, arXiv.org, revised Apr 2026.
  15. Fosgerau, Mogens & Melo, Emerson & Shum, Matthew & Sørensen, Jesper R.-V., 2021. "Some remarks on CCP-based estimators of dynamic models," Economics Letters, Elsevier, vol. 204(C).
  16. Molinari, Francesca, 2020. "Microeconometrics with partial identification," Handbook of Econometrics, in: Steven N. Durlauf & Lars Peter Hansen & James J. Heckman & Rosa L. Matzkin (ed.), Handbook of Econometrics, edition 1, volume 7, chapter 0, pages 355-486, Elsevier.
  17. Aloysius Siow & Eric Mak, 2017. "Occupational Choice and Matching in the Labor Market," 2017 Meeting Papers 30, Society for Economic Dynamics.
  18. I. Sebastian Buhai, 2026. "The Geometry of Heterogeneous Extremes: Optimal Transport and Entropic Design," Papers 2603.21407, arXiv.org.
  19. Carlier, Guillaume & Dupuy, Arnaud & Galichon, Alfred & Sun, Yifei, 2021. "SISTA: Learning Optimal Transport Costs under Sparsity Constraints," IZA Discussion Papers 14397, IZA Network @ LISER.
  20. Alfred Galichon & Marc Henry, 2026. "An econometrician's guide to optimal transport," Papers 2604.04227, arXiv.org.
  21. Jakub Ryłow, 2026. "Topological Methods in Economics: From Equilibrium Existence to Topological Data Analysis," Working Papers 2026-9, Faculty of Economic Sciences, University of Warsaw.
  22. Arthur Charpentier & Alfred Galichon & Lucas Vernet, 2019. "Optimal transport on large networks a practitioner guide," Working Papers hal-02173210, HAL.
  23. Vuillermot, Pierre-A. & Zambrini, J.-C., 2020. "On Bernstein processes generated by hierarchies of linear parabolic systems in Rd," Stochastic Processes and their Applications, Elsevier, vol. 130(5), pages 2974-3004.
  24. G. Carlier & I. Ekeland, 2019. "Equilibrium in quality markets, beyond the transferable case," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 67(2), pages 379-391, March.
  25. Arthur Charpentier & Alfred Galichon & Lucas Vernet, 2019. "Optimal transport on large networks, a practitioner's guide," Papers 1907.02320, arXiv.org, revised Aug 2019.
  26. Zhang, Hanzhe, 2020. "Pre-matching gambles," Games and Economic Behavior, Elsevier, vol. 121(C), pages 76-89.
  27. Johannes M. Schumacher, 2018. "A Multi-Objective Interpretation of Optimal Transport," Journal of Optimization Theory and Applications, Springer, vol. 176(1), pages 94-119, January.
  28. Zhongzhi Lawrence He, 2018. "Comparing Asset Pricing Models: Distance-based Metrics and Bayesian Interpretations," Papers 1803.01389, arXiv.org.
  29. Schennach, Susanne M., 2020. "Mismeasured and unobserved variables," Handbook of Econometrics, in: Steven N. Durlauf & Lars Peter Hansen & James J. Heckman & Rosa L. Matzkin (ed.), Handbook of Econometrics, edition 1, volume 7, chapter 0, pages 487-565, Elsevier.
  30. Guadalupe, Maria & Rappoport, Veronica & Salanie, Bernard & Thomas, Catherine, 2024. "The perfect match: assortative matching in mergers and acquisitions," LSE Research Online Documents on Economics 126749, London School of Economics and Political Science, LSE Library.
  31. Koji Yokote, 2026. "Constrained optimal transport with an application to large markets with indivisible goods," Papers 2604.02559, arXiv.org.
  32. Gershon Wolansky, 2018. "Happy family of stable marriages," Papers 1805.06687, arXiv.org.
  33. Odran Bonnet & Alfred Galichon & Yu-Wei Hsieh & Keith O’Hara & Matt Shum, 2022. "Yogurts Choose Consumers? Estimation of Random-Utility Models via Two-Sided Matching," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 3085-3114.
  34. Adrien Bilal & Esteban Rossi‐Hansberg, 2021. "Location as an Asset," Econometrica, Econometric Society, vol. 89(5), pages 2459-2495, September.
  35. Beatrice Acciaio & Daniel Krv{s}ek & Gudmund Pammer, 2024. "Multicausal transport: barycenters and dynamic matching," Papers 2401.12748, arXiv.org, revised Jan 2025.
  36. Cetin, Umut, 2025. "Insider trading with penalties in continuous time," LSE Research Online Documents on Economics 128957, London School of Economics and Political Science, LSE Library.
  37. Graff, Tilman, 2024. "Spatial inefficiencies in Africa’s trade network," Journal of Development Economics, Elsevier, vol. 171(C).
  38. Roger Koenker, 2017. "Quantile regression 40 years on," CeMMAP working papers 36/17, Institute for Fiscal Studies.
  39. Eric Auerbach & Yong Cai, 2022. "Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices," Papers 2205.01246, arXiv.org, revised Oct 2022.
  40. Xavier D'Haultfoeuille & Christophe Gaillac & Arnaud Maurel, 2021. "Rationalizing rational expectations: Characterizations and tests," Quantitative Economics, Econometric Society, vol. 12(3), pages 817-842, July.
  41. Susanne Schennach & Vincent Starck, 2026. "Optimally‐Transported Generalized Method of Moments," Econometrica, Econometric Society, vol. 94(2), pages 619-640, March.
  42. Alexander V. Kolesnikov & Fedor Sandomirskiy & Aleh Tsyvinski & Alexander P. Zimin, 2022. "Beckmann's approach to multi-item multi-bidder auctions," Papers 2203.06837, arXiv.org, revised Sep 2022.
  43. Kuan‐Ming Chen & Yu‐Wei Hsieh & Ming‐Jen Lin, 2023. "Reducing Recommendation Inequality Via Two‐Sided Matching: A Field Experiment Of Online Dating," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(3), pages 1201-1221, August.
  44. Francesca Molinari, 2019. "Econometrics with Partial Identification," CeMMAP working papers CWP25/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  45. Marcelo Gallardo & Manuel Loaiza & Jorge Ch'avez, 2024. "Congestion and Penalization in Optimal Transport," Papers 2410.07363, arXiv.org, revised Mar 2025.
  46. Keita Sunada & Kohei Izumi, 2025. "Optimal treatment assignment rules under capacity constraints," Papers 2506.12225, arXiv.org, revised Sep 2025.
  47. Gueyon Kim & Dohyeon Lee, 2020. "Offshoring and Segregation by Skill: Theory and Evidence," Working Papers 2020-073, Human Capital and Economic Opportunity Working Group.
  48. Arthur Charpentier & Alfred Galichon & Lucas Vernet, 2019. "Optimal transport on large networks a practitioner guide," Sciences Po Economics Publications (main) hal-02173210, HAL.
  49. Marx, Philip, 2024. "Sharp bounds in the latent index selection model," Journal of Econometrics, Elsevier, vol. 238(2).
  50. Ruodu Wang & Zhenyuan Zhang, 2022. "Simultaneous Optimal Transport," Papers 2201.03483, arXiv.org, revised Dec 2024.
  51. Michael Greinecker & Christopher Kah, 2021. "Pairwise Stable Matching in Large Economies," Econometrica, Econometric Society, vol. 89(6), pages 2929-2974, November.
  52. X D’Haultfœuille & C Gaillac & A Maurel, 2025. "Partially Linear Models under Data Combination," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 92(1), pages 238-267.
  53. Victor Alfonso Naya & Guillaume Bied & Philippe Caillou & Bruno Crépon & Christophe Gaillac & Elia Pérennes & Michèle Sebag, 2021. "Designing labor market recommender systems: the importance of job seeker preferences and competition," Post-Print hal-03540319, HAL.
  54. Maasoumi, Esfandiar & Wang, Le, 2017. "What can we learn about the racial gap in the presence of sample selection?," Journal of Econometrics, Elsevier, vol. 199(2), pages 117-130.
  55. Paul S. Willen & David Hao Zhang, 2020. "Do Lenders Still Discriminate? A Robust Approach for Assessing Differences in Menus," Working Papers 20-19, Federal Reserve Bank of Boston.
  56. Alfred Galichon & Bernard Salani'e, 2021. "Cupid's Invisible Hand: Social Surplus and Identification in Matching Models," Papers 2106.02371, arXiv.org, revised Jan 2023.
  57. Alfred Galichon, 2021. "The Unreasonable Effectiveness of Optimal Transport in Economics," Working Papers hal-03936221, HAL.
  58. Alfred Galichon, 2021. "The unreasonable effectiveness of optimal transport in economics," Papers 2107.04700, arXiv.org.
  59. Haiyan Liu & Bin Wang & Ruodu Wang & Sheng Chao Zhuang, 2023. "Distorted optimal transport," Papers 2308.11238, arXiv.org, revised May 2025.
  60. Florian Gunsilius & Susanne M. Schennach, 2017. "A nonlinear principal component decomposition," CeMMAP working papers 16/17, Institute for Fiscal Studies.
  61. S. Viswanathan & Hao Xing, 2026. "Flexible Information Acquisition in the Kyle Model," Papers 2603.21842, arXiv.org.
  62. Mario Ghossoub & Jesse Hall & David Saunders, 2023. "Maximum Spectral Measures of Risk with Given Risk Factor Marginal Distributions," Mathematics of Operations Research, INFORMS, vol. 48(2), pages 1158-1182, May.
  63. Alfred Galichon & Bernard Salanié, 2023. "Structural Estimation of Matching Markets with Transferable Utility," Post-Print hal-03935865, HAL.
  64. Ashwin Kambhampati & Carlos Segura‐Rodriguez, 2022. "The optimal assortativity of teams inside the firm," RAND Journal of Economics, RAND Corporation, vol. 53(3), pages 484-515, September.
  65. Akamatsu, Takashi & Wada, Kentaro & Iryo, Takamasa & Hayashi, Shunsuke, 2021. "A new look at departure time choice equilibrium models with heterogeneous users," Transportation Research Part B: Methodological, Elsevier, vol. 148(C), pages 152-182.
  66. Jiyuan Tan & Jose Blanchet & Vasilis Syrgkanis, 2026. "Partial Identification of Policy-Relevant Treatment Effects with Instrumental Variables via Optimal Transport," Papers 2604.12263, arXiv.org, revised Apr 2026.
  67. Wesley Phoa, 2026. "A Double Categorical Framework for Multi-Stage Portfolio Construction and Alignment," Papers 2603.12301, arXiv.org.
  68. Santiago Franco, 2023. "Output Market Power and Spatial Misallocation," Working Papers 23-57, Center for Economic Studies, U.S. Census Bureau.
  69. Sergio Ocampo, 2019. "A task-based theory of occupations with multidimensional heterogeneity," 2019 Meeting Papers 477, Society for Economic Dynamics.
  70. Mario Ghossoub & David Saunders, 2020. "On the Continuity of the Feasible Set Mapping in Optimal Transport," Papers 2009.12838, arXiv.org.
  71. Itai Arieli & Yakov Babichenko & Fedor Sandomirskiy, 2023. "Feasible Conditional Belief Distributions," Papers 2307.07672, arXiv.org, revised Nov 2024.
  72. Philip Marx, 2020. "Sharp Bounds in the Latent Index Selection Model," Papers 2012.02390, arXiv.org, revised Apr 2023.
  73. Ryan Cumings-Menon, 2017. "Shape-Constrained Density Estimation via Optimal Transport," Papers 1710.09069, arXiv.org, revised Nov 2018.
  74. Beatrice Acciaio & Berenice Anne Neumann, 2025. "Characterization of transport optimizers via graphs and applications to Stackelberg–Cournot–Nash equilibria," Mathematics and Financial Economics, Springer, volume 19, number 3, December.
  75. Emmanuel Farhi & Jean Tirole, 2018. "Deadly Embrace: Sovereign and Financial Balance Sheets Doom Loops," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1781-1823.
  76. Xinran Liu, 2026. "Recovering Counterfactual Distributions via Wasserstein GANs," Papers 2601.17296, arXiv.org.
  77. Fabio Bellini & Tiantian Mao & Ruodu Wang & Qinyu Wu, 2024. "Disappointment concordance and duet expectiles," Papers 2404.17751, arXiv.org, revised Oct 2024.
  78. Yagan Hazard & Toru Kitagawa, 2025. "Who With Whom? Learning Optimal Matching Policies," Papers 2507.13567, arXiv.org.
  79. Brendan Pass, 2019. "Interpolating between matching and hedonic pricing models," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 67(2), pages 393-419, March.
  80. Mario Ghossoub & David Saunders, 2021. "On the continuity of the feasible set mapping in optimal transport," Economic Theory Bulletin, Springer;Society for the Advancement of Economic Theory (SAET), vol. 9(1), pages 113-117, April.
  81. Roger Koenker, 2017. "Quantile regression 40 years on," CeMMAP working papers CWP36/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  82. Louis Chen & Will Ma & Karthik Natarajan & David Simchi-Levi & Zhenzhen Yan, 2022. "Distributionally Robust Linear and Discrete Optimization with Marginals," Operations Research, INFORMS, vol. 70(3), pages 1822-1834, May.
  83. Omar Abdul Halim & Brendan Pass, 2025. "Multi-to -one dimensional and semi-discrete screening," Papers 2506.21740, arXiv.org, revised Oct 2025.
  84. Principi, Giulio & Wakker, Peter P. & Wang, Ruodu, 2025. "Anticomonotonicity for preference axioms: The natural counterpart to comonotonicity," Theoretical Economics, Econometric Society, vol. 20(3), July.
  85. Marc Hallin, 2018. "From Mahalanobis to Bregman via Monge and Kantorovich towards a “General Generalised Distance”," Working Papers ECARES 2018-12, ULB -- Universite Libre de Bruxelles.
  86. Shaowen Luo & Kwok Ping Tsang & Zichao Yang, 2026. "Partial Identification of Spatial Production Networks," Papers 2606.17079, arXiv.org.
  87. Walter W. Zhang & Sanjog Misra, 2022. "Coarse Personalization," Papers 2204.05793, arXiv.org, revised Jun 2025.
  88. Salanié, Bernard & Chiappori, Pierre-André, 2021. "Mating Markets," CEPR Discussion Papers 16041, Centre for Economic Policy Research.
    • Pierre-André Chiappori & Bernard Salanié, 2021. "Mating Markets," Working Papers 2021-016, Human Capital and Economic Opportunity Working Group.
  89. Zhongzhi Lawrence He, 2018. "Generalized Information Ratio," Papers 1803.01381, arXiv.org, revised Apr 2018.
  90. Takaaki Koike & Liyuan Lin & Ruodu Wang, 2024. "Joint Mixability and Notions of Negative Dependence," Mathematics of Operations Research, INFORMS, vol. 49(4), pages 2786-2802, November.
  91. Florian Gunsilius, 2018. "Point-identification in multivariate nonseparable triangular models," Papers 1806.09680, arXiv.org.
  92. Andrew Lyasoff, 2023. "The Time-Interlaced Self-Consistent Master System of Heterogeneous-Agent Models," Papers 2303.12567, arXiv.org, revised May 2025.
  93. Marc Hallin, 2018. "From Mahalanobis to Bregman via Monge and Kantorovich," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 80(1), pages 135-146, December.
  94. Dupuy, Arnaud & Galichon, Alfred & Sun, Yifei, 2016. "Estimating Matching Affinity Matrix under Low-Rank Constraints," IZA Discussion Papers 10449, IZA Network @ LISER.
  95. Treb Allen & Costas Arkolakis, 2022. "The Welfare Effects of Transportation Infrastructure Improvements," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 2911-2957.
  96. Takaaki Koike & Liyuan Lin & Ruodu Wang, 2022. "Joint mixability and notions of negative dependence," Papers 2204.11438, arXiv.org, revised Jan 2024.
  97. Bingyan Han, 2022. "Distributionally robust risk evaluation with a causality constraint and structural information," Papers 2203.10571, arXiv.org, revised Jun 2025.
  98. Adam Bouyamourn, 2025. "Where to Experiment? Site Selection Under Distribution Shift via Optimal Transport and Wasserstein DRO," Papers 2511.04658, arXiv.org.
  99. Du, Zaichuan, 2026. "A Geometric Approach for solving Heterogeneous Agent models: the Discrete Exterior Calculus scheme," MPRA Paper 128565, University Library of Munich, Germany.
  100. Wayne Yuan Gao & Rui Wang, 2023. "IV Regressions without Exclusion Restrictions," Papers 2304.00626, arXiv.org, revised Jul 2023.
  101. Shreya Bose & Ibrahim Ekren, 2021. "Multidimensional Kyle-Back model with a risk averse informed trader," Papers 2111.01957, arXiv.org.
  102. Alfred Galichon & Bernard Salani'e, 2021. "Structural Estimation of Matching Markets with Transferable Utility," Papers 2109.07932, arXiv.org.
  103. Arthur Charpentier & Emmanuel Flachaire & Ewen Gallic, 2023. "Optimal Transport for Counterfactual Estimation: A Method for Causal Inference," Papers 2301.07755, arXiv.org.
  104. Mario Ghossoub & Jesse Hall & David Saunders, 2020. "Maximum Spectral Measures of Risk with given Risk Factor Marginal Distributions," Papers 2010.14673, arXiv.org.
  105. Emmanuel Gobet & Clara Lage, 2024. "Optimal ecological transition path of a credit portfolio distribution, based on multidate Monge–Kantorovich formulation," Annals of Operations Research, Springer, vol. 336(1), pages 1161-1195, May.
  106. Qianjun Lyu & Wing Suen & Yimeng Zhang, 2023. "Coarse Information Design," Papers 2305.18020, arXiv.org, revised Jun 2025.
  107. Alfred Galichon & Simon Weber, 2024. "Matching under Imperfectly Transferable Utility," Papers 2403.05222, arXiv.org, revised Oct 2024.
  108. Florian Gunsilius & Susanne Schennach, 2023. "Independent Nonlinear Component Analysis," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 118(542), pages 1305-1318, April.
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