Empirical model selection in generalized linear mixed effects models.
Christian LavergneMarie-José MartinezCatherine TrottierPublished in: Comput. Stat. (2008)
Keyphrases
- model selection
- regression model
- generalized linear
- cross validation
- mixed effects
- parameter estimation
- hyperparameters
- sample size
- statistical inference
- machine learning
- model selection criteria
- variable selection
- selection criterion
- mixture model
- gaussian process
- linear model
- information criterion
- gaussian processes
- random fields
- probabilistic model