Abstract
Tobit models are used to model variables subject to exogenous censoring. For example, duration data cannot be observed longer than the survey period; hours of work cannot be observed negative although an individual might be better off consuming more leisure time than is available. This article reviews a list of econometric techniques to estimate Tobit models. Maximum likelihood, Heckman’s two-stage estimator, and Powell’s trimmed least squares are successively addressed.
This chapter was originally published in The New Palgrave Dictionary of Economics, 2nd Edition, 2008 Edited by Steven N. Durlauf and Lawrence E. Blume.
Bibliography
Blundell, R.W., and R.J. Smith. 1986. An exogeneity test for a simultaneous equation Tobit model with an application to labor supply. Econometrica 54: 679–686.
Blundell, R.W., and R.J. Smith. 1989. Estimation in a class of simultaneous equation limited dependent variable models. Review of Economic Studies 56: 37–57.
Heckman, J.J. 1974. Shadow prices, market wages, and labor supply. Econometrica 42: 679–694.
Powell, J.L. 1986. Symmetrically trimmed least squares estimation for Tobit models. Econometrica 54: 1435–1460.
Pudney, S. 1989. Modelling individual choice: The econometrics of corners, kinks and holes. Oxford: Blackwell.
Tobin, J. 1958. Estimation for relationships with limited dependent variables. Econometrica 26(2): 24–36.
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Robin, JM. (2008). Tobit Model. In: The New Palgrave Dictionary of Economics. Palgrave Macmillan, London. https://doi.org/10.1057/978-1-349-95121-5_2349-1
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DOI: https://doi.org/10.1057/978-1-349-95121-5_2349-1
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Publisher Name: Palgrave Macmillan, London
Online ISBN: 978-1-349-95121-5
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