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Practical methods for estimation of dynamic discrete choice models

Publication ,  Journal Article
Arcidiacono, P; Ellickson, PB
Published in: Annual Review of Economics
August 22, 2011

Many discrete decisions are made with an eye toward how they will affect future outcomes. Formulating and estimating the underlying models that generate these decisions is difficult. Conditional choice probability (CCP) estimators often provide simpler ways to estimate dynamic discrete choice problems. Recent work shows how to frame dynamic discrete choice problems in a way that is conducive to CCP estimation and demonstrates that CCP estimators can be adapted to handle rich patterns of unobserved state variables. Copyright © 2011 by Annual Reviews. All rights reserved.

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Published In

Annual Review of Economics

DOI

EISSN

1941-1391

ISSN

1941-1383

Publication Date

August 22, 2011

Volume

3

Start / End Page

363 / 394

Related Subject Headings

  • 3803 Economic theory
  • 3801 Applied economics
 

Citation

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Arcidiacono, P., & Ellickson, P. B. (2011). Practical methods for estimation of dynamic discrete choice models. Annual Review of Economics, 3, 363–394. https://doi.org/10.1146/annurev-economics-111809-125038
Arcidiacono, P., and P. B. Ellickson. “Practical methods for estimation of dynamic discrete choice models.” Annual Review of Economics 3 (August 22, 2011): 363–94. https://doi.org/10.1146/annurev-economics-111809-125038.
Arcidiacono P, Ellickson PB. Practical methods for estimation of dynamic discrete choice models. Annual Review of Economics. 2011 Aug 22;3:363–94.
Arcidiacono, P., and P. B. Ellickson. “Practical methods for estimation of dynamic discrete choice models.” Annual Review of Economics, vol. 3, Aug. 2011, pp. 363–94. Scopus, doi:10.1146/annurev-economics-111809-125038.
Arcidiacono P, Ellickson PB. Practical methods for estimation of dynamic discrete choice models. Annual Review of Economics. 2011 Aug 22;3:363–394.

Published In

Annual Review of Economics

DOI

EISSN

1941-1391

ISSN

1941-1383

Publication Date

August 22, 2011

Volume

3

Start / End Page

363 / 394

Related Subject Headings

  • 3803 Economic theory
  • 3801 Applied economics