This new book provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics, linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, repeated-measures models for longitudinal and hierarchical outcomes, and generalized linear models for counts and other outcomes.