ordinal regression with MCMCglmm
Hi, I am trying to figure out how to fit an ordinal regression model with MCMCglmm. The "MCMCglmm Course notes" has a section on multinomial models but no example of ordinal models. Suppose I have the following data > data resp treat group 1 4 A 1 2 4 A 1 3 3 A 2 4 4 A 2 5 2 A 3 6 4 A 3 7 2 A 4 8 2 A 4 9 3 A 5 10 2 A 5 11 1 B 6 12 1 B 6 13 1 B 7 14 2 B 7 15 2 B 8 16 3 B 8 17 2 B 9 18 1 B 9 19 2 B 10 20 2 B 10 and the "resp" is an ordinal response, "treat" is a treatment and "group" is membership to a group. Assume I would like to fit an ordinal model between "resp" and "treat" by having "group" effects as random effects. How would I specify such a model in MCMCglmm? And how would I specify the prior distributions? All help is greatly appreciated. regards, Kari