Thanks for the responses. I am going to try modelling the binomial data with a covariate representing the previous value and see if that's sufficient.
I haven't used INLA, I have some experience with JAGs but not sure where to start with modelling temporal structures there. I need to model both regularly space and regularly spaces correlation. For the gaussian data I have, I am using lme. Is it ok to select temporal correlation strucutres based on AIC between REML models. I am trying a number of correlation structures (e.g. corSpher, corExp, corAR1). Thanks Sam -- View this message in context: http://r-sig-ecology.471788.n2.nabble.com/Binomial-GLMM-or-GAMM-with-random-intercept-and-temporal-correlation-tp7579035p7579046.html Sent from the r-sig-ecology mailing list archive at Nabble.com. _______________________________________________ R-sig-ecology mailing list R-sig-ecology@r-project.org https://stat.ethz.ch/mailman/listinfo/r-sig-ecology