Standard errors for the retransformation problem with heteroscedasticity

Authors
Citation
Cr. Ai et Ec. Norton, Standard errors for the retransformation problem with heteroscedasticity, J HEALTH EC, 19(5), 2000, pp. 697-718
Citations number
10
Categorie Soggetti
Economics
Journal title
JOURNAL OF HEALTH ECONOMICS
ISSN journal
01676296 → ACNP
Volume
19
Issue
5
Year of publication
2000
Pages
697 - 718
Database
ISI
SICI code
0167-6296(200009)19:5<697:SEFTRP>2.0.ZU;2-T
Abstract
Economists often estimate models with a log-transformed dependent variable. The results from the log-transformed model are often retransformed back to the unlogged scale. Other studies have shown how to obtain consistent esti mates on the original scale but have not provided Variance equations for th ose estimates. In this paper, we derive the variance for three estimates - the conditional mean of gamma, the slope of gamma, and the average slope of gamma - on the retransformed scale. We then illustrate our proposed proced ures with skewed health expenditure data from a sample of Medicaid eligible patients with severe mental illness. (C) 2000 Elsevier Science B.V. All ri ghts reserved. JEL classification: C20; I19.