Regression Analysis Study Guide / Edition 2

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More About This Textbook

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

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Product Details

  • ISBN-13: 9780123725042
  • Publisher: Elsevier Science
  • Publication date: 5/11/2006
  • Edition description: Study Guide
  • Edition number: 2
  • Pages: 96
  • Product dimensions: 0.19 (w) x 8.25 (h) x 11.00 (d)

Table of Contents

1 The analysis of means : a review of basics and an introduction to linear models 5
2 Simple linear regression : linear regression with one independent variable 35
3 Multiple linear regression 73
4 Problems with observations 119
5 Multicollinearity 177
6 Problems with the model 227
7 Curve fitting 269
8 Introduction to nonlinear models 303
9 Indicator variables 337
10 Categorical response variables 371
11 Generalized linear models 401
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