Regression Analysis Study Guide / Edition 2

Regression Analysis Study Guide / Edition 2

by Rudolf J. Freund, William J. Wilson, Ping Sa
     
 

ISBN-10: 0123725046

ISBN-13: 9780123725042

Pub. Date: 05/11/2006

Publisher: Elsevier Science

The book provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statistical analyses, to allow the student to determine, at least to some degree, the correct type of statistical analyses to be performed in a given situation, and have some appreciation of what constitutes good

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Overview

The book provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statistical analyses, to allow the student to determine, at least to some degree, the correct type of statistical analyses to be performed in a given situation, and have some appreciation of what constitutes good experimental design.

• Examples and exercises contain real data and graphical illustration for ease of interpretation
• Outputs from SAS 7, SPSS 7, Excel, and Minitab are used for illustration, but any major statistical software package will work equally well.
• Data sets are furnished on CD included in the text

Product Details

ISBN-13:
9780123725042
Publisher:
Elsevier Science
Publication date:
05/11/2006
Edition description:
Study Guide
Pages:
96
Product dimensions:
0.19(w) x 8.25(h) x 11.00(d)

Table of Contents

1The analysis of means : a review of basics and an introduction to linear models5
2Simple linear regression : linear regression with one independent variable35
3Multiple linear regression73
4Problems with observations119
5Multicollinearity177
6Problems with the model227
7Curve fitting269
8Introduction to nonlinear models303
9Indicator variables337
10Categorical response variables371
11Generalized linear models401

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