Czado, Claudia (contributor); Song, Peter X.-K. (contributor) - 2006
We propose a new class of state space models for longitudinal discrete response data where the observation equation is … modeling serial dependence in the data. We develop a Markov chain Monte Carlo algorithm to carry out statistical inference for …, we illustrate the applicability of the proposed state space mixed models for longitudinal binomial response data in both …