Review of basic Normal theory, t, chi-squared, and F distributions. Simple linear regression. Lack of fit. Analysis of variance. Multiple linear regression, variable selection techniques, indicator variables, diagnostics. Brief introduction to non-linear regression, factorial experimentation. [Offered: W] Prereq: SYDE 212 (with minimum grade of 70%); Level at least 3B Systems Design Engineering. Antireq: STAT 331, 371.