STAT 510 - Regression Analysis

(3 units)

Prerequisite: STAT 381. (Undergraduates register in STAT 410; graduates enroll in STAT 510.)
Simple linear regression: estimation and inference, prediction, analysis of residuals, detection of outliers, use of transformations. Multiple linear regression: influence diagnostics, multi-collinearity, selection of variables, simultaneous estimation and inference, and validation techniques. Use statistical software for data analysis.

Letter grade only (A-F). (Lecture 3 hours) Not open for credit to students with credit in MATH 480 or MATH 590 or STAT 410.