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. Comparing aggregate outcomes does not clearly reveal bias, but with a GP model we can estimate individual counterfactual … outcomes. This approach can detect the bias in the lending model even when only a relatively small sample is available. To …
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In longitudinal studies, analysis can be based on any one of a large number of wavecombinations. However, only one set of non-response weights (often based on respondents from all waves up to the latest) is typically offered on public use data files. We refer to this as a single weighting...
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less data. The choice of survey mode, therefore, involves a potential tradeoff between bias and variance of estimators. I …
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