Chapter 9 Generalized Linear Models

Example 9.6 Classification of water fleas according to depth and time of day. Same data as in Example 8.3. Here used to illustrate the analysis of the multiplicative Poisson model as a generalized linear model. Example 9.7 Counts of nematodes. Same data as in Example 8.2. Here used to illustrate the analysis of the Poisson model with proportional parameters as a generalized linear model. Example 9.8 Counts of nematodes. Same data as in Example 8.2. Here used to illustrate the analysis of a Poisson regression as a generalized linear model. Example 9.9 Pesticides in water. Same data as in Example 7.4. Here used to illustrate that calculations in a multinomial model can be performed in a generalized linear model. Example 9.10 Dose-response experiment with the common housefly Musca domestica analyzed by means of the logistic dose-response model. Example 9.10 Dose-response experiment with the common housefly Musca domestica analyzed by means of the probit model.