Statistical Model Selection Method to Analyze Combinatorial Effects of Snps and Environmental Factors for Binary Disease.
Reiichiro NakamichiSeiya ImotoSatoru MiyanoPublished in: Int. J. Artif. Intell. Tools (2006)
Keyphrases
- model selection
- cross validation
- bayesian methods
- error estimation
- parameter estimation
- selection criterion
- sample size
- similarity measure
- regression model
- mutual information
- hyperparameters
- parameter determination
- environmental factors
- leave one out cross validation
- information criterion
- statistical inference
- machine learning
- mixture model
- variable selection
- bayesian inference
- graphical models
- decision trees
- hypothesis tests
- data mining