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reviewing the sources of endogeneity—omitted variables, simultaneity, and measurement error—and their implications for inference …
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thought. Using new national panel data (NIDS), substantial measurement error in reported income data is found, which is … different instruments, measurement error can be quantified. Specifically, self-reported income in the survey data is shown to … suffer from mean-reverting measurement bias, leading to sizable overestimations of income convergence in both panel data sets …
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Web surveys have become a standard, and often preferred, mode of survey administration in part because the technology underlying them is much more adaptable. Survey designers often use these technical features to help guide respondents through a survey, by incorporating automated skips, for...
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We examine economic mobility in India while accounting for misclassification to better understand the welfare e§ects of the rise in inequality. To proceed, we extend recently developed methods on the partial identification of transition matrices. Allowing for modest misclassification, we find...
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data on networks, and the measurement error issues caused by sampling of networks, as well as measurement error more …
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We show that when a model has more shocks than observed variables the estimated filtered and smoothed shocks will be correlated. This is despite no correlation being present in the data generating process. Additionally the estimated shock innovations may be autocorrelated. These correlations...
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