![]() ![]() ![]() For example, in the illustration presented later in this paper, researchers developed a model for predicting depression that can be used to measure the association between depression and evaluations of care for beneficiaries in other Medicare databases. In particular, analysts might not observe a dichotomous (or categorical) variable identifying group membership for every observation, but might have estimates of p, the probability of being in the group from a rich model estimated on auxiliary data. Health services researchers often face measurement errors in the independent variables they wish to use in regression models.
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