Joint Bayesian longitudinal models for mixed outcome types and associated model selection techniques.
Nicholas SeedorffGrant BrownBreanna ScorzaChristine A. PetersenPublished in: Comput. Stat. (2023)
Keyphrases
- model selection
- bayesian learning
- cross validation
- statistical inference
- bayesian model averaging
- bayesian methods
- parameter estimation
- hyperparameters
- bayesian approaches
- mixture model
- regression model
- feature selection
- sample size
- bayesian model selection
- model selection criteria
- motion segmentation
- information criterion
- statistical learning
- marginal likelihood
- gaussian process
- generalization bounds
- error estimation
- automatic model selection
- machine learning
- covariate shift
- parameter determination
- generalization error
- variable selection
- posterior probability
- leave one out cross validation
- selection criterion
- hypothesis tests
- posterior distribution