Nov 23, 2020  
2019-2020 University Catalog 
    
2019-2020 University Catalog [ARCHIVED CATALOG]

ST 331 - Regression Analysis


This is a course for those who intend to minor in statistics. Students are introduced to analyses of bivariate and multivariate data, including plotting, model fitting (linear and nonlinear regression), measures of goodness-of-fit, confidence bands, prediction intervals, and stepwise regression. Least-squares procedures are derived theoretically through matrix algebra. Analysis of Variance (ANOVA) and Analysis of Covariance (ANCOVA) are introduced as linear models with dummy variables. One-way and two-way ANOVA are studied with Tukey’s test and other tests for multiple comparisons.
 

Prerequisites & Notes
(Prerequisite: ST 310 or permission of instructor)

Credits: 3