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Courses - Fall 2023
Statistics and Probability Department Site
Linear Statistical Models I
Credits: 3
Grad Meth: Reg, Aud
Prerequisite: STAT700 or STAT420.
Least squares, general linear models, estimability and Gauss-Markov theorem. Simple and multiple linear regression, analysis of residuals and diagnostics, polynomial models, variable selection. Qualitative predictors, one and two way analysis of variance, multiple comparisons, analysis of covariance. Nonlinear least squares. High-level statistical computer software will be used for data analysis throughout the course.