Applied Regression Methods
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General
Prefix
STAT
Course Number
421
Course Level
Undergraduate
Department/Unit(s)
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: