WeekDateTopicLectureR examplesDue
12021-01-12Introduction to GLMLecture 1Data example 1
12021-01-14GLM concepts and estimationLecture 2
22021-01-19Hypothesis testing and deviance analysisLecture 3
22021-01-20HW1 due at 11:59pm
22021-01-21Computation, building a GLM modelLecture 4Data example 2
32021-01-26Binary GLM: links and applicationsLecture 5
32021-01-28Binary GLM: deviance, computation and examplesLecture 6Data example 3
42021-02-02Multinomial GLM: nominal responseLecture 7
42021-02-03HW2 due at 11:59pm
42021-02-04Multinomial GLM: ordinal response and examplesLecture 8Data example 4
52021-02-09GLM for counts: log-linear model and contigency tablesLecture 9Data example 5
52021-02-11GLM for counts: over-dispersion and zero-inflationLecture 10Data example 6
62021-02-16Midterm exam
62021-02-18Quasi-likelihood methodsLecture 11
62021-02-18HW3 due at 11:59pm
72021-02-23Linear mixed effect modelsLecture 12
72021-02-25Generalized Linear mixed effect models, examples of LMM and GLMMLecture 13Data example 7
82021-03-04HW4 due at 11:59pm
82021-03-04Survival analysis: concepts and Kaplan-Meier estimatorLecture 14
92021-03-09Survival analysis: log-rank test and proportional hazard regression mdeolLecture 15Data example 8
92021-03-14HW5 due at 11:59pm