WeekDateTopicLectureR examplesDue
12022-01-11Introduction to GLMLecture 1Data example 1
12022-01-13GLM concepts and estimationLecture 2
22022-01-18Hypothesis testing and deviance analysisLecture 3
22022-01-20HW1 due at 2:00pm
22022-01-20Computation, building a GLM modelLecture 4Data example 2
32022-01-25Binary GLM: links and applicationsLecture 5
32022-01-27Binary GLM: deviance, computation and examplesLecture 6Data example 3
42022-02-01Multinomial GLM: nominal responseLecture 7
42022-02-02HW2 due at 11:59pm
42022-02-03Multinomial GLM: ordinal response and examplesLecture 8Data example 4
52022-02-08GLM for counts: log-linear model and contigency tablesLecture 9Data example 5
52022-02-10GLM for counts: over-dispersion and zero-inflationLecture 10Data example 6
62022-02-15Midterm exam
62022-02-17Quasi-likelihood methodsLecture 11
72022-02-23HW3 due at 11:59pm
72022-02-22Linear mixed effect modelsLecture 12
72022-02-24Generalized Linear mixed effect models, examples of LMM and GLMMLecture 13Data example 7
82022-03-01More examples of LMM and GLMMLecture 13Data example 8
82022-03-03Quasi-likelihood examplesData example 9
92021-03-08Survival analysis: concepts and Kaplan-Meier estimatorLecture 14
92022-03-09HW4 due at 11:59pm
92021-03-10Survival analysis: log-rank test and proportional hazard regression mdeolLecture 15Data example 10