STAT 5532: Linear Models & Regression Ana Prerequisite: STAT 5432 or equivalent. Distributions of quadratic forms, general linear models, least squares estimation, hypothesis testing, confidence intervals, multiple regression, variable selection, residual analysis and regression diagnostics.