What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.

Multivariable logistic regression: this, in contrast to simple logistic regression where only one explanatory variable is included, is when more than one explanatory variable is modeled and effects of ...

Multivariate adaptive regression splines (MARS) have useful features to effectively reduce the number of terms in a model.

We apply an alternative statistical method, logistic regression, to estimate the strength of selection on multiple phenotypic traits. First, we argue that the logistic regression model is more ...

This paper describes a method for a model-based analysis of clinical safety data called multivariate Bayesian logistic regression (MBLR). Parallel logistic regression models are fit to a set of ...