STAC67H3: Regression Analysis

Orthogonal projections. Univariate normal distribution theory. The linear model and its statistical analysis, residual analysis, influence analysis, collinearity analysis, model selection procedures. Analysis of designs. Random effects. Models for categorical data. Nonlinear models. Instruction in the use of SAS.

Prerequisite
Exclusion
STA302H, [students cannot take STAC67H3 for credit if they have already completed, and passed, MGEB12H3 - in this case STAC67H3 will be counted as extra (EXT); however, students who complete, and pass, MGEB12H3 prior to taking STAC67H3 will receive credit for both courses]
Breadth Requirements
Quantitative Reasoning