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Nonlinear Hausman test

The Nonlinear Hausman test extends Hausman's (1978) endogeneity specification test to nonlinear models such as probit, logit, Tobit, and count-data regressions. It tests whether suspected regressors are endogenous — i.e., correlated with the error term — in a model where the outcome or the relationship is inherently nonlinear, ensuring that IV-corrected estimates are necessary.

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Nonlinear Hausman Specification Test

Taksonomisk metoderegistrering · regression-model / econometrics

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. · DOI 10.2307/1913827
Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data (2nd ed.). MIT Press. · ISBN 978-0262232586

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Same method family2SLS Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyHausman Testmachine-suggested · Relational suggestion, not evidence.See alsoInstrumental Variables in Health Researchmachine-suggested · Relational suggestion, not evidence.