Conditional and unconditional methods for selecting variables in linear mixed models.
Tatsuya KubokawaPublished in: J. Multivar. Anal. (2011)
Keyphrases
- statistical models
- machine learning methods
- data sets
- computational cost
- linear models
- monte carlo simulation
- learning models
- neural network
- significant improvement
- gaussian model
- weight matrices
- structural equation models
- nonlinear models
- mathematical models
- experimental data
- cross validation
- random variables
- machine learning algorithms
- probabilistic model
- feature space
- learning algorithm