Identifying the Discount Factor in Dynamic Discrete Choice Models

Jaap Abbring, Øystein Daljord

Research output: Working paperDiscussion paperOther research output

Abstract

Empirical research often cites observed choice responses to variation that shifts expected discounted future utilities, but not current utilities, as an intuitive source of information on time preferences. We study the identification of dynamic discrete choice models under such economically motivated exclusion restrictions on primitive utilities. We show that each exclusion restriction leads to an easily interpretable moment condition with the discount factor as the only unknown parameter. The identified set of discount factors that solves this condition is finite, but not necessarily a singleton. Consequently, in contrast to common intuition, an exclusion restriction does not in general give point identification. Finally, we show that exclusion restrictions have nontrivial empirical content: The implied moment conditions impose restrictions on choices that are absent from the unconstrained model.
Original languageEnglish
Place of PublicationIthaca
PublisherCornell University Library
Number of pages38
Publication statusPublished - 20 May 2019

Publication series

NamearXiv
Volume1808.10651

Fingerprint

Discrete choice models
Discount factor
Dynamic discrete choice
Exclusion
Moment conditions
Sources of information
Empirical research
Intuition
Time preference

Cite this

Abbring, J., & Daljord, Ø. (2019). Identifying the Discount Factor in Dynamic Discrete Choice Models. (arXiv; Vol. 1808.10651). Ithaca: Cornell University Library.
Abbring, Jaap ; Daljord, Øystein. / Identifying the Discount Factor in Dynamic Discrete Choice Models. Ithaca : Cornell University Library, 2019. (arXiv).
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Abbring, J & Daljord, Ø 2019 'Identifying the Discount Factor in Dynamic Discrete Choice Models' arXiv, vol. 1808.10651, Cornell University Library, Ithaca.

Identifying the Discount Factor in Dynamic Discrete Choice Models. / Abbring, Jaap; Daljord, Øystein.

Ithaca : Cornell University Library, 2019. (arXiv; Vol. 1808.10651).

Research output: Working paperDiscussion paperOther research output

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Abbring J, Daljord Ø. Identifying the Discount Factor in Dynamic Discrete Choice Models. Ithaca: Cornell University Library. 2019 May 20. (arXiv).