Stochastic EM Algorithm for Joint Model of Logistic Regression and Mechanistic Nonlinear Model in Longitudinal Studies
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DOI: 10.3390/math11102317
Abstract: We study a joint model where logistic regression is applied to binary longitudinal data with a mismeasured time-varying covariate that is modeled using a mechanistic nonlinear model. Multiple random effects are necessary to characterize the… read more here.
Keywords: logistic regression; mechanistic nonlinear; joint model; model ... See more keywords