Semiparametric Maximum Likelihood Estimation with Two-phase Stratified Case-control Sampling from sampling status Watch Video
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Description: Y Cao, L Chen, Y Yang J ChennWe study statistical inference methods for fitting logistic regression models to data arising from the two-phase stratified case-control sampling design, where a subset of covariates are available only for a portion of cases and controls who are selected based on the case-control status and fully collected covariates. We are additionally interested in characterizing the distribution of incomplete covariates conditional on fully observed ones.
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