Table of Contents
Other Regression Models
Overview
Multiple Linear Regression Models
Vector Notation
Analysis of Variance
F-Test
ANOVA Table for Multiple Linear Regression
Problem of Multicollinearity
Regression with Categorical Predictors
Case Study 15.1: RPC performance
Differing Conclusions
Curvilinear Regression
Curvilinear Regression: Other Examples
Transformations
Useful Transformations
Box-Cox Transformations
Case Study 15.2: Garbage collection
Case Study 15.2: Garbage collection
Outliers
Common Mistakes in Regression
Summary
Exercise 15.1
Exercise 15.2 |
Author:
Raj Jain
Home Page:
http://www.cse.wustl.edu/~jain/
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