Exact Sampling from the Stationary Distribution of Entry-Exit Models
In equilibrium models of firm dynamics, the stationary equilibrium distribution of firms summarizes the predictions of the model for a given set of primitives. Focusing on Hopenhayn's seminal model of firm dynamics with entry and exit (Econometrica, 60:5, 1992, p. 1127–1150), we provide an algorithm that samples exactly from the stationary distribution for any specified exit threshold. The algorithm is able to rapidly generate large numbers of exact and independent draws from this distribution, and can therefore be used to obtain unbiased estimates and confidence intervals for moments and distributions of interest.
|Date of creation:||Jan 2013|
|Date of revision:|
|Contact details of provider:|| Postal: 2-1 Rokkodai, Nada, Kobe 657-8501 JAPAN|
Phone: +81-(0)78 803 7036
Fax: +81-(0)78 803 7059
Web page: http://www.rieb.kobe-u.ac.jp/index-e.html
More information through EDIRC
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.:
- Gian Luca Clementi & Dino Palazzo, 2010. "Entry, Exit, Firm Dynamics, and Aggregate Fluctuations," Working Paper Series 27_10, The Rimini Centre for Economic Analysis.
- Melitz, Marc J, 2002.
"The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity,"
CEPR Discussion Papers
3381, C.E.P.R. Discussion Papers.
- Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
- Mark J. Melitz, 2002. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," NBER Working Papers 8881, National Bureau of Economic Research, Inc.
- Nishimura, Kazuo & Stachurski, John, 2010. "Perfect simulation of stationary equilibria," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 577-584, April.
- Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-38, October.
When requesting a correction, please mention this item's handle: RePEc:kob:dpaper:dp2013-03. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Office of Promoting Research Collaboration, Research Institute for Economics & Business Administration, Kobe University)
If references are entirely missing, you can add them using this form.