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Results on the bias and inconsistency of ordinary least squares for the linear probability model
Open accessAbstract
This note formalizes bias and inconsistency results for ordinary least squares (OLS) on the linear probability model and provides sufficient conditions for unbiasedness and consistency to hold. The conditions suggest that a btrimming estimatorQ may reduce OLS bias. D 2005 Elsevier B.V. All rights reserved.
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Research works printed but not linked: 11
- Amemiya, 1977, Some theorems in the linear probability model, International Economic Review, 18, 645, 10.2307/2525953 · DOI
- Bettis, 2001, Explaining ethnic, racial, and immigrant differences in private school attendance, Journal of Urban Economics, 50, 26, 10.1006/juec.2000.2207 · DOI
- Currie, 1996, Health insurance eligibility, utilization of medical care, and child health, Quarterly Journal of Economics, 111, 431, 10.2307/2946684 · DOI · Paper page
- Fairlie, 1999, The emergence, persistence, and recent widening of the racial unemployment gap, Industrial and Labor Relations Review, 52, 252, 10.2307/2525165 · DOI
- Heckman, 1978, Dummy endogenous variables in a simultaneous equation system, Econometrica, 46, 931, 10.2307/1909757 · DOI
- Heckman, 1977, Linear probability models of the demand for attributes with an empirical application to estimating the preferences of legislators, Rand Journal of Economics, 28, S142, 10.2307/3087459 · DOI
- Klaassen, 2001, Are points in tennis independent and identically distributed? Evidence from a dynamic binary panel data model, Journal of the American Statistical Association, 96, 500, 10.1198/016214501753168217 · DOI
- Lukashin, 2000, Econometric analysis of managers' judgements on the determinants of the financial situation in Russia, Economics of Planning, 33, 85, 10.1023/A:1003915210478 · DOI
- McGarry, K. 2000, Testing Parental Altruism: Implications of a Dynamic Model,” NBER Working Paper 7593. · DOI
- Reiley, D.H., 2005, Field Experiments on the Effects of Reserve Prices in Auctions: More Magic on the Internet, Mimeo, University of Arizona. · DOI
- Rosenthal, 1989, A bounded-rationality approach to the study of noncooperative games, International Journal of Game Theory, 18, 273, 10.1007/BF01254292 · DOI
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Metadata
- Authors
- Horrace, W. C., & Oaxaca, R. L.
- Venue
- Economics Letters
- Publisher
- Elsevier BV
- Published
- 2006-03
- Volume
- 90
- Issue
- 3
- Pages
- 321-327
- ISSN
- 0165-1765 (ISSN-L)
- OpenAlex
- W2163938684
- Cited by
- 553
- References
- 0
- FWCI
- 0.94
- Type
- journal article
- Language
- en
- Open access
- green
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
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