MicroBVS: Dirichlet-tree multinomial regression models with Bayesian variable selection - an R package.
Matthew D. KoslovskyMarina VannucciPublished in: BMC Bioinform. (2020)
Keyphrases
- variable selection
- regression model
- model selection
- dirichlet prior
- mixture model
- regression trees
- dirichlet distribution
- cross validation
- linear models
- input variables
- em algorithm
- hyperparameters
- logistic regression models
- prior distribution
- posterior distribution
- high dimensional
- gaussian process
- prediction model
- expectation maximization
- maximum likelihood
- regression methods
- machine learning
- parameter estimation
- ls svm
- probabilistic model
- text classification
- linear model
- dimension reduction
- gaussian processes
- survival analysis
- feature selection
- text categorization
- bayesian inference
- bayesian framework
- generative model
- regression problems
- genetic programming
- classification trees
- support vector