Linear Statistical Models and Multivariate Analysis
Program : Engineering Design & Product Development (EDPD)
Degree : PhD
Course Code : EDD 712
Course Name : Linear Statistical Models and Multivariate Analysis
Course Category : Compulsory Core Courses
Semester : Second Semester
Credit Hours : 3
Multivariate normal distribution. Distribution of linear and quadratic forms. General linear hypothesis (full rank). Least square theory. Test of hypothesis. Hotelling’s T2 and Wishart distribution. Application in multivariate tests. Classification problems. Component and factor analysis.