Stat 579: Generalized linear models and extensions R Handouts

• Handout1: logistic regression (admission data); handout1 with output; Binary data

• Handout2: Overdispersion (binomial); handout2 with output; Seeds data

• Handout3: Overdispersion (poisson) From Professor Bedrick; Gala data

• Handout4: One way random effects model; handout4 with output; Influent (Nitrogen) data

• One way random effects model SAS code; Oneway random effects model SAS output

• Handout5: Split Plot analysis; handout5 with output

• Heartrate data; Heartrate d2 data; Heartrate d3 data

• Handout6: Hierarchical sampling and variance components analysis; handout6 with output

• Handout6 data

• Handout7: Longitudinal data analysis using GLS; handout7 with output

• Handout8: Longitudinal data analysis using linear mixed model; handout8 with output

• Handout7 and 8 data

• Handout9: Population averaged model using GEE (from Professor Davidian)

• Handout10: Generalized linear mixed model (from Professor Davidian)

• Handout9 and 10 data