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While measurement error in the dependent variable does not lead to bias in some well-known cases, with a binary … dependent variable the bias can be pronounced. In binary choice, Hausman, Abrevaya and Scott-Morton (1998) show that the … asymptotic bias in parametric models allowing for correlation of the errors with both observables and unobservables. Second, we …
Persistent link: https://www.econbiz.de/10013047031
We derive the asymptotic bias from misclassification of the dependent variable in binary choice models. Measurement … error is necessarily non-classical in this case, which leads to bias in linear and non-linear models even if only the … dependent variable is mismeasured. A Monte Carlo study and an application to food stamp receipt show that the bias formulas are …
Persistent link: https://www.econbiz.de/10013081539
Persistent link: https://www.econbiz.de/10012619320
While measurement error in the dependent variable does not lead to bias in some well-known cases, with a binary … dependent variable the bias can be pronounced. In binary choice, Hausman, Abrevaya and Scott-Morton (1998) show that the … asymptotic bias in parametric models allowing for correlation of the errors with both observables and unobservables. Second, we …
Persistent link: https://www.econbiz.de/10012458158
Persistent link: https://www.econbiz.de/10010419448
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testing and correcting for unit and item nonresponse bias in contingent valuation survey data. When sample nonresponse and … selection bias go uncorrected, welfare measures may be overestimated or underestimated contributing to potential errors in …
Persistent link: https://www.econbiz.de/10014154468
applicability of the “person-positivity bias” to immigration and investigate the effects of economic and cultural “deservingness” on …
Persistent link: https://www.econbiz.de/10012982978