Applied Regression Methods

Download as PDF

General

Prefix

STAT

Course Number

421

Course Level

Undergraduate

College/School

College of Science and Engineering

Description

Advanced regression methods focused on complex real-world data. Model checking and diagnostics, model building, transformations, polynomial regression, logistic regression, general linear models, nonparametric regression methods.

Prerequisites

Credits

Min

3

Max

3

Goals and Diversity

Learning Outcomes

Outcome

Determine meaning and perform computation of regression coefficients and diagnostics.

Outcome

Select the best regression equation based on a given criterion.

Outcome

Use computer software to perform a variety of regression analysis and ANOVA.

Outcome

Apply inferential methods to test hypotheses in regression and a variety of ANOVA problems.

Outcome

Use the logistic regression analysis for binary response data.

Dependencies

Programs

STAT421 is a completion requirement for: