Regression Analysis: Statistical Modeling of a Response Variable / Edition 1

Regression Analysis: Statistical Modeling of a Response Variable / Edition 1

by Rudolf J. Freund
     
 

ISBN-10: 0122674758

ISBN-13: 9780122674754

Pub. Date: 01/28/1998

Publisher: Elsevier Science & Technology Books

Regression Analysis provides students with the skills and techniques necessary for the intelligent statistical analysis of a response variable. The book underscores statistical concepts, de-emphasizes formulas, and incorporates real data from the most popular package at this level, SAS. Regression Analysis also covers other linear models such as analysis

Overview

Regression Analysis provides students with the skills and techniques necessary for the intelligent statistical analysis of a response variable. The book underscores statistical concepts, de-emphasizes formulas, and incorporates real data from the most popular package at this level, SAS. Regression Analysis also covers other linear models such as analysis of variance, analysis of covariance, analysis of a binary response variable, as well as an introduction to nonlinear regression.

* Discusses the analysis of data including estimation, diagnostics, and remedial actions
* Includes examples and exercises which contain both real and simulated data
* Emphasizes computer implementation and methods
* Provides many references for related and more advanced methods
* Supported by instructor’s manual containing data sets on disk

Product Details

ISBN-13:
9780122674754
Publisher:
Elsevier Science & Technology Books
Publication date:
01/28/1998
Edition description:
Older Edition
Pages:
444
Product dimensions:
7.84(w) x 9.62(h) x 1.06(d)

Table of Contents

The Basics
A Review of Basics and an Introduction to Linear Models
Simple Linear Regression
Linear Regression with One Independent Variable
Multiple Regression
Problems with Observations
Multicollinearity
Problems with the Model
Polynomial Models
Intrinsically Linear and Nonlinear Models
The General Linear Mode
Categorical Response Variables

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