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J Health Econ. 1998 Jun;17(3):247-81.

Much ado about two: reconsidering retransformation and the two-part model in health econometrics.

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1
University of Wisconsin-Madison 53706, USA. jmullahy@facstaff.wisc.edu

Abstract

In health economics applications involving outcomes (y) and covariates (x), it is often the case that the central inferential problems of interest involve E[y/x] and its associated partial effects or elasticities. Many such outcomes have two fundamental statistical properties: y > or = 0; and the outcome y = 0 is observed with sufficient frequency that the zeros cannot be ignored econometrically. This paper (1) describes circumstances where the standard two-part model with homoskedastic retransformation will fail to provide consistent inferences about important policy parameters; and (2) demonstrates some alternative approaches that are likely to prove helpful in applications.

PMID:
10180918
[Indexed for MEDLINE]
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