Bias due to Berkson error: issues when using predicted values in place of observed covariates
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Studies often want to test for the association between an unmeasured covariate and an outcome. In the absence of a measurement, the study may substitute values generated from a prediction model. Justification for such methods can be found by noting that, with ... ...