Statistics Module 3: Generalised linear models and generalised linear mixed models
Statistics Module 3: Generalised linear models and generalised linear mixed models
- Start: Dec 14, 2015
- End: Dec 17, 2015
- Speaker: Dr. Fränzi Korner-Nievergelt
- Oikostat
- Location: Möggingen/Radolfzell
- Room: MaxLounge
- Host: IMPRS for Organismal Biology
- Contact: mhieber@orn.mpg.de
Day 1: Binomial model
- refreshing LM and LMM
- introduction Bayesian data analysis
- logistic regression, binomial model
- model assumptions, overdispersion
- tests, predictions
Day 2: Poisson model
- Poisson model
- model assumptions, overdispersion
- tests, predictions
- depending on participants wishes: zero-inflation
Day 3: GLMM
- including random effects
- glmer-function
- depending on participants wishes: introduction to WinBUGS and more complex models
Day 4: projects
- work on own data and presentations
Prerequisite for participation
Modul 1 and 2, basic knowledge in statistics, linear models (ANOVA) and linear mixed models