penalizedclr: an R package for penalized conditional logistic regression for integration of multiple omics layers.
Vera DjordjilovicErica PonziTherese Haugdahl NøstMagne ThoresenPublished in: BMC Bioinform. (2024)
Keyphrases
- logistic regression
- loss function
- decision trees
- support vector
- logistic regression models
- chi square
- predictive power
- naive bayes
- belief nets
- odds ratio
- linear support vector machines
- credit scoring
- breast cancer
- fold cross validation
- generalized linear models
- least squares
- random forests
- maximum likelihood
- logistic model
- chi square test
- classification trees
- nonlinear models
- variable selection
- text categorization
- text mining
- nearest neighbor
- neural network