Purposeful selection of variables in logistic regression.
Zoran BursacC. Heath GaussDavid Keith WilliamsDavid W. HosmerPublished in: Source Code Biol. Medicine (2008)
Keyphrases
- logistic regression
- predictor variables
- decision trees
- logistic regression models
- predictive power
- support vector
- chi square
- credit scoring
- random forests
- linear support vector machines
- naive bayes
- generalized linear models
- fold cross validation
- nonlinear models
- breast cancer
- loss function
- odds ratio
- data analysis
- variable selection
- classification trees
- chi square test
- pairwise
- classification and regression trees
- bayesian networks
- logistic model
- data sets