Generalized degrees of freedom and adaptive model selection in linear mixed-effects models.
Bo ZhangXiaotong ShenSunni L. MumfordPublished in: Comput. Stat. Data Anal. (2012)
Keyphrases
- model selection
- degrees of freedom
- cross validation
- mixed effects
- parameter estimation
- hyperparameters
- statistical inference
- variable selection
- mixture model
- machine learning
- regression model
- random effects
- sample size
- information criterion
- model selection criteria
- marginal likelihood
- gaussian process
- pose estimation
- image sequences
- feature selection
- selection criterion
- automatic model selection
- robotic arm
- bayesian framework
- bayesian information criterion
- path planning
- machine learning algorithms
- hidden markov models
- viewpoint
- computer vision