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A General and Intuitive Envelope Theorem

Author

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  • Clausen, Andrew
  • Strub, Carlo

Abstract

We present an envelope theorem for establishing first-order conditions in decision problems involving continuous and discrete choices. Our theorem accommodates general dynamic programming problems, even with unbounded marginal utilities. And, unlike classical envelope theorems that focus only on differentiating value functions, we accommodate other endogenous functions such as default probabilities and interest rates. Our main technical ingredient is how we establish the differentiability of a function at a point: we sandwich the function between two differentiable functions from above and below. Our theory is widely applicable. In unsecured credit models, neither interest rates nor continuation values are globally differentiable. Nevertheless, we establish an Euler equation involving marginal prices and values. In adjustment cost models, we show that first-order conditions apply universally, even if optimal policies are not (S,s). Finally, we incorporate indivisible choices into a classic dynamic insurance analysis.

Suggested Citation

  • Clausen, Andrew & Strub, Carlo, 2013. "A General and Intuitive Envelope Theorem," SIRE Discussion Papers 2015-43, Scottish Institute for Research in Economics (SIRE).
  • Handle: RePEc:edn:sirdps:631
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    File URL: http://hdl.handle.net/10943/631
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    Cited by:

    1. Marimon, Ramon & Werner, Jan, 2021. "The envelope theorem, Euler and Bellman equations, without differentiability," Journal of Economic Theory, Elsevier, vol. 196(C).
    2. Javier Bianchi & César Sosa-Padilla, 2024. "Reserve Accumulation, Macroeconomic Stabilization, and Sovereign Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(4), pages 2053-2103.
    3. Iskhakov, Fedor & Keane, Michael, 2021. "Effects of taxes and safety net pensions on life-cycle labor supply, savings and human capital: The case of Australia," Journal of Econometrics, Elsevier, vol. 223(2), pages 401-432.
    4. Gregory Cox, 2018. "Almost Sure Uniqueness of a Global Minimum Without Convexity," Papers 1803.02415, arXiv.org, revised Feb 2019.
    5. Fedor Iskhakov & Michael Keane, 2018. "Effects of Taxes and Safety Net Pensions on life-cycle Labor Supply, Savings and Human Capital: the Case of Australia," Discussion Papers 2018-09, School of Economics, The University of New South Wales.
    6. Joost Rцttger, 2014. "Monetary and Fiscal Policy with Sovereign Default," Working Paper Series in Economics 74, University of Cologne, Department of Economics.
    7. Jang, Youngsoo, 2019. "Credit, Default, and Optimal Health Insurance," MPRA Paper 95397, University Library of Munich, Germany.
    8. Antonia Díaz & Belén Jerez & Juan Pablo Rincón-Zapatero, 2024. "Housing Prices and Credit Constraints in Competitive Search," The Economic Journal, Royal Economic Society, vol. 134(657), pages 220-270.
    9. Benjamin Hemingway, 2020. "Macroeconomic implications of insolvency regimes," Bank of Lithuania Working Paper Series 77, Bank of Lithuania.
    10. Jeffrey T. Denning & Benjamin M. Marx & Lesley J. Turner, 2019. "ProPelled: The Effects of Grants on Graduation, Earnings, and Welfare," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 193-224, July.
    11. Zhuokai Huang & Demian Pouzo & Andr'es Rodr'iguez-Clare, 2025. "Characterizing Optimality in Dynamic Settings: A Monotonicity-based Approach," Papers 2509.05354, arXiv.org.
    12. Rui Castro & Pavel Ševčík, 2024. "Occupational choice, human capital and financial constraints," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(3), pages 674-703, August.
    13. Benjamin Pugsley & Sebastian Dyrda, 2017. "Taxes, Regulations of Businesses and Evolution of Income Inequality in the US," 2017 Meeting Papers 1463, Society for Economic Dynamics.
    14. Xavier Mateos-Planas & Jose-Victor Rios-Rull & Cristina Arellano, 2013. "Partial Default," 2013 Meeting Papers 765, Society for Economic Dynamics.
      • Cristina Arellano & Xavier Mateos-Planas & José-Víctor Ríos-Rull, 2019. "Partial Default," NBER Working Papers 26076, National Bureau of Economic Research, Inc.
      • Cristina Arellano & Xavier Mateos-Planas & José-Víctor Ríos-Rull, 2019. "Partial Default," Staff Report 589, Federal Reserve Bank of Minneapolis.
      • Cristina Arellano & Xavier Mateos-Planas & Jose-Victor Rios-Rull, 2019. "Partial Default," Discussion Papers 1911, Centre for Macroeconomics (CFM).
    15. Cusato Novelli, Antonio & Barcia, Giancarlo, 2021. "Sovereign Risk, Public Investment and the Fiscal Policy Stance," Journal of Macroeconomics, Elsevier, vol. 67(C).
    16. Elsby, Michael W.L. & Michaels, Ryan, 2019. "Fixed adjustment costs and aggregate fluctuations," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 128-147.
    17. Druedahl, Jeppe & Jørgensen, Thomas Høgholm, 2017. "A general endogenous grid method for multi-dimensional models with non-convexities and constraints," Journal of Economic Dynamics and Control, Elsevier, vol. 74(C), pages 87-107.
    18. Arellano, Cristina & Maliar, Lilia & Maliar, Serguei & Tsyrennikov, Viktor, 2016. "Envelope condition method with an application to default risk models," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 436-459.
    19. Juan Hatchondo & Francisco Roch & Leonardo Martinez, 2019. "Constrained efficient borrowing with sovereign default risk," 2019 Meeting Papers 899, Society for Economic Dynamics.
    20. Juan Pablo Rincón-Zapatero, 2020. "Differentiability of the value function and Euler equation in non-concave discrete-time stochastic dynamic programming," Economic Theory Bulletin, Springer;Society for the Advancement of Economic Theory (SAET), vol. 8(1), pages 79-88, April.
    21. Fedor Iskhakov & Thomas Høgholm Jørgensen & John Rust & Bertel Schjerning, 2015. "Estimating Discrete-Continuous Choice Models: The Endogenous Grid Method with Taste Shocks," Discussion Papers 15-19, University of Copenhagen. Department of Economics.
    22. Robert Kirkby Author-Email: robertkirkby@gmail.com|, 2017. "Convergence of Discretized Value Function Iteration," Computational Economics, Springer;Society for Computational Economics, vol. 49(1), pages 117-153, January.
    23. Simon Naitram, 2022. "How big are strategic spillovers from corporate tax competition?," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 847-869, April.
    24. Youngsoo Jang, 2016. "Income Inequality, Medical Conditions, and Household Bankruptcy," Proceedings of Economics and Finance Conferences 4206835, International Institute of Social and Economic Sciences.

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    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)

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