Introduction to Regression Procedures

Overview

This chapter reviews SAS/STAT software procedures that are used for regression analysis: CATMOD, GLM, LIFEREG, LOGISTIC, NLIN, ORTHOREG, PLS, PROBIT, REG, RSREG, and TRANSREG. The REG procedure provides the most general analysis capabilities; the other procedures give more specialized analyses. This chapter also briefly mentions several procedures in SAS/ETS software.

Introduction

Introductory Example

General Regression: The REG Procedure

Nonlinear Regression: The NLIN Procedure

Response Surface Regression: The RSREG Procedure

Partial Least Squares Regression: The PLS Procedure

Regression for Ill-conditioned Data: The ORTHOREG Procedure

Logistic Regression: The LOGISTIC Procedure

Regression With Transformations: The TRANSREG Procedure

Regression Using the GLM, CATMOD, LOGISTIC, PROBIT, and LIFEREG Procedures

Interactive Features in the CATMOD, GLM, and REG Procedures

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