Euler-equation estimation for discrete choice models: a capital accumulation application
AbstractThis paper studies capital adjustment at the establishment level. Our goal is to characterize capital adjustment costs, which are important for understanding both the dynamics of aggregate investment and the impact of various policies on capital accumulation. Our estimation strategy searches for parameters that minimize ex post errors in an Euler equation. This strategy is quite common in models for which adjustment occurs in each period. Here, we extend that logic to the estimation of parameters of dynamic optimization problems in which non-convexities lead to extended periods of investment inactivity. In doing so, we create a method to take into account censored observations stemming from intermittent investment. This methodology allows us to take the structural model directly to the data, avoiding time-consuming simulation-based methods. To study the effectiveness of this methodology, we first undertake several Monte Carlo exercises using data generated by the structural model. We then estimate capital adjustment costs for U.S. manufacturing establishments in two sectors.
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Bibliographic InfoPaper provided by Federal Reserve Bank of Kansas City in its series Research Working Paper with number RWP 10-04.
Date of creation: 2010
Date of revision:
Other versions of this item:
- Russell Cooper & John C. Haltiwanger & Jonathan L. Willis, 2010. "Euler-Equation Estimation for Discrete Choice Models: A Capital Accumulation Application," NBER Working Papers 15675, National Bureau of Economic Research, Inc.
- Russell Cooper & John Haltiwanger & Jonathan Willis, 2010. "Euler-Equation Estimation for Discrete Choice Models: A Capital Accumulation Application," Working Papers 10-02, Center for Economic Studies, U.S. Census Bureau.
- Russell Cooper & John Haltiwanger & Jonathan L. Willis, 2010. "Euler-Equation Estimation for Discrete Choice Models: A Capital Accumulation Application," Economics Working Papers ECO2010/21, European University Institute.
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Capital; Investment; Capacity
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-04-11 (All new papers)
- NEP-CBA-2010-04-11 (Central Banking)
- NEP-DCM-2010-04-11 (Discrete Choice Models)
- NEP-DGE-2010-04-11 (Dynamic General Equilibrium)
- NEP-ECM-2010-04-11 (Econometrics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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Blog mentionsAs found by EconAcademics.org, the blog aggregator for Economics research:
- Euler-Equation Estimation for Discrete Choice Models: A Capital Accumulation Application
by Christian Zimmermann in NEP-DGE blog on 2010-02-15 18:13:04
- Yosef Bonaparte & Russell Cooper, 2010. "Costly Portfolio Adjustment," Economics Working Papers ECO2010/19, European University Institute.
- Yashiv, Eran, 2011. "The Joint Behavior of Hiring and Investment," CEPR Discussion Papers 8237, C.E.P.R. Discussion Papers.
- Victor Aguirregabiria & Arvind Magesan, 2013. "Euler Equations for the Estimation of Dynamic Discrete Choice Structural Models," Working Papers tecipa-489, University of Toronto, Department of Economics.
- Yashiv, Eran, 2012. "Frictions and the Joint Behavior of Hiring and Investment," IZA Discussion Papers 6636, Institute for the Study of Labor (IZA).
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