Sample Selection Versus Two-Part Models Revisited: the Case of Female Smoking and Drinking
AbstractThere is a well-established debate between Heckman sample selection and two-part models in health econometrics, particularly when no obvious exclusion restrictions are available. Most of this debate has focussed on the application of these models to health care expenditure. This paper revisits the debate in the context of female smoking and drinking, and evaluates the two approaches on three grounds: theoretical, practical and statistical. The two-part model is generally favoured but it is stressed that this comparison should be carried out on a case-by-case basis.
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Bibliographic InfoPaper provided by HEDG, c/o Department of Economics, University of York in its series Health, Econometrics and Data Group (HEDG) Working Papers with number 06/12.
Date of creation: Nov 2006
Date of revision:
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Selection; Two-part; Smoking; Drinking;
Other versions of this item:
- Madden, David, 2008. "Sample selection versus two-part models revisited: The case of female smoking and drinking," Journal of Health Economics, Elsevier, vol. 27(2), pages 300-307, March.
- Madden, David, 2006. "Sample Selection Versus Two-Part Models Revisited: The Case of Female Smoking and Drinking," Papers HRBWP23, Economic and Social Research Institute (ESRI).
- David Madden, 2006. "Sample Selection Versus Two-Part Models Revisited - The Case of Female Smoking and Drinking," Working Papers 200604, School Of Economics, University College Dublin.
- I12 - Health, Education, and Welfare - - Health - - - Health Production
- D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
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