Regression Analysis & Applications

Regression Analysis & Applications

STAT 4311
Fall 2010

 
Syllabus

Lecture Notes

Chapter Topic
 
3 Simple Regression Analysis – Part 1    Part 2
4 Multiple Regression Analysis. Part 1    Part 2
5 Fitting Curves to Data.
6 Assessing the Assumptions of the Regression Model.
7 Using Indicator and Interaction Variables.
8 Variable Selection.
9 An Introduction to Analysis of Variance.
10 Qualitative Dependent Variables: An Introduction to Discriminant Analysis and Logistic Regression.
11 Forecasting Methods for Time-Series Data.
Project: Data Set