Chapter 12
Regression Diagnostics
Contents
12.1 Overview of Regression Diagnostics
12.2 Fitting a Regression Model
12.3 Identifying Influential Observations
12.4 Identifying Outliers and High-Leverage Observations
12.5 Examining the Distribution of Residuals
12.6 Regression Diagnostics for Models with Classification Variables
12.7 Comparing Two Regression Models
12.7.1 Comparing Analyses in Different Workspaces
12.7.2 Comparing Analyses in the Same Workspace
12.8 Case Study: Comparing Least Squares and Robust Regression Models
12.9 Logistic Regression Diagnostics
12.10 Viewing ODS Statistical Graphics
12.1 Overview of Regression Diagnostics
A regression diagnostic identifies observations that are ...
Get Statistical Programming with SAS/IML Software now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
