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In linear regression models, measurement error in a covariate causes Ordinary Least Squares (OLS) to be biased and …
Persistent link: https://www.econbiz.de/10014388449
analysis using a model that accounts for measurement error shows that the growth of the employment rates of women without young …
Persistent link: https://www.econbiz.de/10003473886
Recent validation studies show that survey misreporting is pervasive and biases common analyses. Addressing this problem is further complicated, because validation data are usually convenience samples and access is restricted, making them more suitable to document than to solve the problem. I...
Persistent link: https://www.econbiz.de/10011543927
Meijer, Rohwedder, and Wansbeek (MRW, Journal of Business & Economic Statistics, 2012) develop methods for prediction of a single earnings figure per worker from mixture factor models fitted using earnings data from multiple linked data sources. MRW apply their method using parameter estimates...
Persistent link: https://www.econbiz.de/10012485862
of measurement error in self-reported BMI and to look at the consequences of using self-reported measures when estimating … significant measurement error and this error is negatively correlated with the true measure of BMI. In our analysis this non …-classical measurement error causes the traditional approach to overestimate the relationship between BMI and both income and education …
Persistent link: https://www.econbiz.de/10009665420
possible measurement error. We combine self-reported data on BMI with estimated misclassification rates obtained from auxiliary … obtain meaningful comparisons across countries even after accounting for measurement error. In particular the self … differences in obesity rates within countries. -- obesity ; measurement error ; bounds …
Persistent link: https://www.econbiz.de/10009721319
In empirical research, measuring correctly the benefits of welfare interventions is incredibly relevant for policymakers as well as academic researchers. Unfortunately, the endogenous program participation is often misreported in survey data and standard instrumental variable techniques are not...
Persistent link: https://www.econbiz.de/10012243324
Estimators that exploit an instrumental variable to correct for misclassification in a binary regressor typically assume that the misclassification rates are invariant across all values of the instrument. We show that this assumption is invalid in routine empirical settings. We derive a new...
Persistent link: https://www.econbiz.de/10012266298
Lottery estimates suggest oversubscribed urban charter schools boost student achievement markedly. But these estimates needn't capture treatment effects for students who haven't applied to charter schools or for students attending charters for which demand is weak. This paper reports estimates...
Persistent link: https://www.econbiz.de/10010510717
construct and estimate sharp bounds on household size and find that the degree of these measurement errors is non … ; measurement error ; semi-parametric bounds ; economies of scale …
Persistent link: https://www.econbiz.de/10003793386