This book explains the theory and practice of using logistic regression to describe language variation, including a comprehensive discussion of the Varbrul programme used in sociolinguistics. Assuming no background in statistics, Paolillo explains the statistical foundation of logistic regression, using concrete examples of variation bearing on substantive issues in linguistics.