Logistic regression is a technique for predicting a dichotomous outcome variable from 1+ predictors.
This simple introduction quickly walks you through all logistic regression basics with a downloadable example analysis.
SPSS stepwise regression example. Easy-to-follow explanation of what and why with downloadable data file and annotated output.
Categorical variables can't readily be used as predictors in regression analysis; they must be split up into dichotomous variables known as “dummy variables”.
This tutorial offers a super easy tool for creating these.