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A Beta-logistic Model for the Analysis of Sequential Labor Force Participation by Married Women
Abstract
In this paper, we discuss statistical problems that arise in studying sequences of quantal responses (e.g., labor force participation) in panel data on heterogeneous populations (i.e., populations in which there is unobserved variation in response probabilities). Assuming that response probabilities are governed by a beta distribution, we derive a generalization on of the cross-section logit model to enable it to deal with sequences of discrete events in panel data. This model is applied to panel data on labor force participation of married women. One of our findings is that the distribution of participation probabilities is U shaped, indicating that most women have participation probabilities near zero or near one.
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Citations
Cites
Shadow Prices, Market Wages, and Labor Supply
Heckman, J. (1974) · Econometrica · doi:10.2307/1913937 · Cited by 1,852
Self-citation
Cited by
(1984) · Handbook of Econometrics · doi:10.1016/s1573-4412(84)02014-6 · Cited by 846
Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture
Heckman, J. J. (2001) · Journal of Political Economy · doi:10.1086/322086 · Cited by 675
Self-citationLabor Supply and Taxes: A Survey
Keane, M. P. (2011) · Journal of Economic Literature · doi:10.1257/jel.49.4.961 · Cited by 592
Chapter 2 Female labor supply: A survey
Killingsworth, M. R., & Heckman, J. J. (1986) · Handbook of Labor Economics · doi:10.1016/s1573-4463(86)01005-2 · Cited by 481
Self-citationChapter 8 Micro data and general equilibrium models
(1999) · Handbook of Macroeconomics · doi:10.1016/s1574-0048(99)01011-3 · Cited by 458
Metadata
- Authors
- Heckman, J. J., & Willis, R. J.
- Venue
- Journal of Political Economy
- Publisher
- University of Chicago Press
- Published
- 1977-02
- Volume
- 85
- Issue
- 1
- Pages
- 27-58
- ISSN
- 0022-3808 (ISSN-L)
- 1537-534X
- OpenAlex
- W2129074411
- Cited by
- 273
- References
- 1
- FWCI
- 16.26
- Type
- journal article
- Language
- en
- Open access
- closed
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