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STATS 305B: Applied Statistics II

Methods for discrete responses. Logistic regression. Poisson loglinear models. Probit model. Generalized linear models. Exponential families. Overdispersion. Tests of independence. Cox proportional hazards model. Bradley-Terry models. Cochran-Mantel-Haenszel. Matched pairs. Generalized linear mixed models. Problem sets involve working with real data sets. Additional topics selected by the instructor. Prerequisites: 305A or consent of the instructor. (NB: prior to 2016-17 the 305ABC series was numbered as 305, 306A and 306B).
Terms: Win | Units: 2-3 | Grading: Letter or Credit/No Credit
Instructors: Efron, B. (PI)
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