Stat 151a: Linear Modelling: Theory and Applications
UC Berkeley
Offerings
Overview
A coordinated treatment of linear and generalized linear models and their application. Linear regression, analysis of variance and covariance, random effects, design and analysis of experiments, quality improvement, log-linear models for discrete multivariate data, model selection, robustness, graphical techniques, productive use of computers, in-depth case studies.
Logistics
Three hours of Lecture and Two hours of Laboratory per week for 15 weeks.
Prerequisites
102 or 135.