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(Prerequisite: ST 8253). Three hours lecture. Continuation of ST 8253, including non-linear regression models for continuous response variables, generalized linear models such as logistic regression models for binary data and log-linear regression models for count data, and generalized linear mixed-effects models for longitudinal data