Course Description

Course CodeCourse NameCreditsHours
3735014 Regression Analysis 3.0 3
Description This course covers multivariate data analysis as well as advanced regression applications. The course is primarily devoted to advanced regression analysis. Th? emphasis is on developing a rigorous calculus and matrix algebra-based understanding of ordinary least squares (OLS), violations of regression assumptions, hypothesis testing, and the general linear model. In addition, the emphasis of this course is on the acquisition and understanding of analytical techniques such as basic concepts of statistics (descriptive and inferential statistics, probability distributions), simple linear regression, multiple linear regression, logistic regression, log-linear model.