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Bayesian Estimation of a Dynamic Partial-Equilibrium Model for Investment

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Author Info
Matthias Kredler (New York University)

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Abstract

This paper revisits the question if the user cost of capital plays an important role for investment decisions using Bayesian estimation techniques. These methods offer advantages over classical econometric tools in this area: The most important are that prior distributions offer a convincing way to confine the support of model parameters and that confidence intervals are more reliable when model parameters approach the bounds of their support. I use aggregate investment data from six industrial sectors in the UK to estimate a parsimonious partial-equilibrium model. The Kalman Filter is used to evaluate the likelihood and MCMC methods are employed to draw from the posterior distribution. The main finding is that the real interest rate accounts for less than 10 percent of the variance in investment under the 99- percent confidence level; this result is robust across sectors.

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Paper provided by EconWPA in its series Econometrics with number 0509003.

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Length: 23 pages
Date of creation: 02 Sep 2005
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Handle: RePEc:wpa:wuwpem:0509003

Note: Type of Document - pdf; pages: 23
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Web page: http://129.3.20.41

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Related research
Keywords: Bayesian Estimation MCMC Kalman Filter Investment

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Find related papers by JEL classification:
C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Bayesian Analysis
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods
C63 - Mathematical and Quantitative Methods - - Mathematical Methods and Programming - - - Computational Techniques
E22 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment - - - Capital; Investment; Capacity

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  1. Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2004. "Estimating Dynamic Equilibrium Economies: Linear versus Nonlinear Likelihood," PIER Working Paper Archive 04-005, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
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  2. Bernanke, Ben S, 1983. "The Determinants of Investment: Another Look," American Economic Review, American Economic Association, vol. 73(2), pages 71-75, May. [Downloadable!] (restricted)
  3. Ricardo J. Caballero, 1997. "Aggregate Investment," NBER Working Papers 6264, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  4. Fama, Eugene F. & Gibbons, Michael R., 1982. "Inflation, real returns and capital investment," Journal of Monetary Economics, Elsevier, vol. 9(3), pages 297-323. [Downloadable!] (restricted)
  5. Abel, Andrew B & Eberly, Janice C, 1994. "A Unified Model of Investment under Uncertainty," American Economic Review, American Economic Association, vol. 84(5), pages 1369-84, December. [Downloadable!] (restricted)
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  6. David G. Barr & John Y. Campbell, 1996. "Inflation, Real Interest Rates, and the Bond Market: A Study of UK Nominal and Index-Linked Government Bond Prices," NBER Working Papers 5821, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  7. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-24, January. [Downloadable!] (restricted)
    Other versions:
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