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Estimating Dynamic Discrete Choice Models with Hyperbolic Discounting, with an Application to Mammography Decisions / Hanming Fang, Yang Wang.

NBER Working papers Available online

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Format:
Book
Author/Creator:
Fang, Hanming.
Contributor:
National Bureau of Economic Research.
Wang, Yang.
Series:
Working Paper Series (National Bureau of Economic Research) no. w16438.
NBER working paper series no. w16438
Language:
English
Physical Description:
1 online resource: illustrations (black and white);
Place of Publication:
Cambridge, Mass. National Bureau of Economic Research 2010.
Summary:
We extend the semi-parametric estimation method for dynamic discrete choice models using Hotz and Miller's (1993) conditional choice probability (CCP) approach to the setting where individuals may have hyperbolic discounting time preferences and may be naive about their time inconsistency. We illustrate the proposed estimation method with an empirical application of adult women's decisions to undertake mammography to evaluate the importance of present bias and naivety in the under-utilization of this preventive health care. Our results show evidence for both present bias and naivety.
Notes:
Print version record
October 2010.

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