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Monte carlo evidence on the robustness of conditional moment tests in tobit and probit models

Christopher Skeels and Francis Vella

Econometric Reviews, 1997, vol. 16, issue 1, 69-92

Abstract: This paper numerically examines the size robustness of various conditional moment tests in misspecified tobit and probit models. The misspecifications considered include the incorrect exclusion of regressors, ignored heteroskedasticity and false distributional assumptions. An important feature of the experimental design is that it is based on an existing empirical study and is more realistic than many simulation studies. The tests are seen to have mixed performance depending on both the original null hypothesis being tested and type of misspecification encountered.

Keywords: and Phrases; probit models; tobit models; conditional moment tests; omitted variables; heteroskedasticity; non-normality (search for similar items in EconPapers)
Date: 1997
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Citations: View citations in EconPapers (6)

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DOI: 10.1080/07474939708800373

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