TY - UNPB
T1 - A Comment on "Estimating Dynamic Discrete Choice Models with Hyperbolic Discounting" by Hanming Fang and Yang Wang
AU - Abbring, Jaap
AU - Daljord, Øystein
N1 - arXiv:1905.07048
PY - 2019/5/16
Y1 - 2019/5/16
N2 - The recent literature often cites Fang and Wang (2015) for analyzing the identification of time preferences in dynamic discrete choice under exclusion restrictions (e.g. Yao et al., 2012; Lee, 2013; Ching et al., 2013; Norets and Tang, 2014; Dubé et al., 2014; Gordon and Sun, 2015; Bajari et al., 2016; Chan, 2017; Gayle et al., 2018). Indeed, Fang and Wang's Proposition 2 claims generic identification of a dynamic discrete choice model with hyperbolic discounting. However, this claim uses a definition of "generic" that does not preclude the possibility that a generically identified model is nowhere identified. To illustrate this point, we provide two simple examples of models that are generically identified in Fang and Wang's sense, but that are, respectively, everywhere and nowhere identified. We conclude that Proposition 2 is void: It has no implications for identification of the dynamic discrete choice model. We show how its proof is incorrect and incomplete and suggest alternative approaches to identification.
AB - The recent literature often cites Fang and Wang (2015) for analyzing the identification of time preferences in dynamic discrete choice under exclusion restrictions (e.g. Yao et al., 2012; Lee, 2013; Ching et al., 2013; Norets and Tang, 2014; Dubé et al., 2014; Gordon and Sun, 2015; Bajari et al., 2016; Chan, 2017; Gayle et al., 2018). Indeed, Fang and Wang's Proposition 2 claims generic identification of a dynamic discrete choice model with hyperbolic discounting. However, this claim uses a definition of "generic" that does not preclude the possibility that a generically identified model is nowhere identified. To illustrate this point, we provide two simple examples of models that are generically identified in Fang and Wang's sense, but that are, respectively, everywhere and nowhere identified. We conclude that Proposition 2 is void: It has no implications for identification of the dynamic discrete choice model. We show how its proof is incorrect and incomplete and suggest alternative approaches to identification.
M3 - Working paper
T3 - arXiv
BT - A Comment on "Estimating Dynamic Discrete Choice Models with Hyperbolic Discounting" by Hanming Fang and Yang Wang
PB - Cornell University Library
CY - Ithaca
ER -