Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm.
Marta AvalosHélène PouyesYves GrandvaletLudivine OrriolsEmmanuel LagardePublished in: BMC Bioinform. (2015)
Keyphrases
- logistic regression
- classification trees
- learning algorithm
- generalized linear models
- data sets
- training data
- support vector
- data analysis
- data points
- data mining techniques
- decision trees
- knowledge discovery
- high dimensional data
- loss function
- dimensionality reduction
- expectation maximization
- regression model
- feature extraction
- linear support vector machines
- odds ratio