Generalized linear mixed model for binary outcomes when covariates are subject to measurement errors and detection limits.

Longitudinal measurement of biomarkers is important in determining risk factors for binary endpoints such as infection or disease. However, biomarkers are subject to measurement error, and some are also subject to left-censoring due to a lower limit of detection. Statistical methods to address these...

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Bibliographic Details
Published in:Statistics in Medicine Vol. 37; no. 1; pp. 119 - 137
Main Authors: Xie, Xianhong, Xue, Xiaonan, Strickler, Howard D.
Format: equations & formulas research tables/charts Journal Article
Published: Wiley-Blackwell 1/15/2018
Online Access:View this record in EBSCOhost