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Estimating and Testing Dynamic Corporate Finance Models

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  • Santiago Bazdresch
  • R. Jay Kahn
  • Toni M. Whited

Abstract

We assess the finite sample performance of simulation estimators that are used to estimate the parameters of dynamic corporate finance models. We formulate an external validity specification test and propose a new set of statistical benchmarks that can be used to estimate and evaluate these models. These benchmarks are based on model policy functions. Our Monte Carlo simulations show that the estimators are largely unbiased with low root mean squared errors. When computed with an optimal weight matrix, the specification tests associated with the estimators are close to correctly sized. These tests have excellent power to detect misspecification. Received August 19, 2016; editorial decision May 30, 2017 by Editor Stijn Van Nieuwerburgh.

Suggested Citation

  • Santiago Bazdresch & R. Jay Kahn & Toni M. Whited, 2018. "Estimating and Testing Dynamic Corporate Finance Models," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 322-361.
    • Handle: RePEc:oup:rfinst:v:31:y:2018:i:1:p:322-361.
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    File URL: http://hdl.handle.net/10.1093/rfs/hhx080
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    Citations

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    Cited by:

    1. Stephen Terry & Anastasia Zakolyukina & Toni Whited, 2018. "Information Distortion, R&D, and Growth," 2018 Meeting Papers 217, Society for Economic Dynamics.
    2. Ivanov, Ivan T. & Pettit, Luke & Whited, Toni, 2021. "Taxes Depress Corporate Borrowing: Evidence from Private Firms," IHS Working Paper Series 32, Institute for Advanced Studies.
    3. Bertomeu, Jeremy & Marinovic, Iván & Terry, Stephen J. & Varas, Felipe, 2022. "The dynamics of concealment," Journal of Financial Economics, Elsevier, vol. 143(1), pages 227-246.
    4. R Kahn & Toni M Whited, 2018. "Identification Is Not Causality, and Vice Versa," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 7(1), pages 1-21.
    5. Stephen J. Terry & Toni M. Whited & Anastasia A. Zakolyukina, 2020. "Information versus Investment," Working Papers 2020-110, Becker Friedman Institute for Research In Economics.
    6. Babarinde rene ADEROMOU & Mahmoudou Bocar SALL, 2019. "Minority investor protection and corporate governance practices," Journal of Academic Finance, RED research unit, university of Gabes, Tunisia, vol. 10(2), pages 102-117, December.
    7. Ghent, Andra C., 2021. "What’s wrong with Pittsburgh? Delegated investors and liquidity concentration," Journal of Financial Economics, Elsevier, vol. 139(2), pages 337-358.
    8. Toni M Whited, 2023. "Integrating Structural and Reduced-Form Methods in Empirical Finance," Journal of Financial Econometrics, Oxford University Press, vol. 21(3), pages 597-615.
    9. Frydman, Carola & Papanikolaou, Dimitris, 2018. "In search of ideas: Technological innovation and executive pay inequality," Journal of Financial Economics, Elsevier, vol. 130(1), pages 1-24.
    10. Babarinde rene ADEROMOU & Mahmoudou Bocar SALL, 2019. "The Minority investor protection and corporate governance practices," Journal of Academic Finance, RED research unit, university of Gabes, Tunisia, vol. 10(2), pages 102-117, December.
    11. Julio L. Ortiz, 2022. "Spread Too Thin: The Impact of Lean Inventories," International Finance Discussion Papers 1342, Board of Governors of the Federal Reserve System (U.S.).
    12. Yifei Wang & Toni M. Whited & Yufeng Wu & Kairong Xiao, 2022. "Bank Market Power and Monetary Policy Transmission: Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 77(4), pages 2093-2141, August.
    13. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    14. Oh, Hyunseung & Yoon, Chamna, 2020. "Time to build and the real-options channel of residential investment," Journal of Financial Economics, Elsevier, vol. 135(1), pages 255-269.
    15. Whited, Toni M. & Wu, Yufeng & Xiao, Kairong, 2021. "Low interest rates and risk incentives for banks with market power," Journal of Monetary Economics, Elsevier, vol. 121(C), pages 155-174.
    16. Nikolov, Boris & Schmid, Lukas & Steri, Roberto, 2021. "The Sources of Financing Constraints," Journal of Financial Economics, Elsevier, vol. 139(2), pages 478-501.
    17. Moreira, Alan & Muir, Tyler, 2019. "Should Long-Term Investors Time Volatility?," Journal of Financial Economics, Elsevier, vol. 131(3), pages 507-527.
    18. Chenxu Li & Olivier Scaillet & Yiwen Shen, 2020. "Wealth Effect on Portfolio Allocation in Incomplete Markets," Papers 2004.10096, arXiv.org, revised Aug 2021.
    19. Roberto Steri & Lukas Schmid & Boris Nikolov, 2017. "Dynamic Financial Constraints: Which Frictions Matter for Corporate Policies?," 2017 Meeting Papers 630, Society for Economic Dynamics.
    20. Ryan Michaels & T Beau Page & Toni M Whited, 2019. "Labor and Capital Dynamics under Financing Frictions," Review of Finance, European Finance Association, vol. 23(2), pages 279-323.
    21. Fakos, Alexandros & Sakellaris, Plutarchos & Tavares, Tiago, 2022. "Investment slumps during financial crises: The real effects of credit supply," Journal of Financial Economics, Elsevier, vol. 145(1), pages 29-44.
    22. Jiaqi Jiang & Yun Feng, 2021. "The interaction of risk management tools: Financial hedging, corporate diversification and liquidity," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2396-2413, April.
    23. Barrero, Jose Maria, 2022. "The micro and macro of managerial beliefs," Journal of Financial Economics, Elsevier, vol. 143(2), pages 640-667.
    24. Li, Di & Taylor, Lucian A. & Wang, Wenyu, 2018. "Inefficiencies and externalities from opportunistic acquirers," Journal of Financial Economics, Elsevier, vol. 130(2), pages 265-290.
    25. Jakub Hajda, 2019. "Product Market Strategy and Corporate Policies," 2019 Papers pha1309, Job Market Papers.

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