Computation of maximum likelihood estimates for multiresponse generalized linear mixed models with non-nested, correlated random effects.
Andrew T. KarlYan YangSharon L. LohrPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- generalized linear
- random effects
- mixed effects
- linear models
- regression model
- probabilistic model
- autoregressive
- statistical models
- hierarchical structure
- random fields
- parameter estimation
- closed form
- discriminant analysis
- hidden markov models
- generative model
- model selection
- multiscale
- em algorithm
- expectation maximization
- maximum likelihood estimates
- higher order
- state space