Methods and Applications of Linear Models: Regression and the Analysis of Variance

Methods and Applications of Linear Models: Regression and the Analysis of Variance

Author(s): Ronald R. Hocking

Published Online: 28 JAN 2005

Print ISBN: 9780471232223

Online ISBN: 9780471434153

DOI: 10.1002/0471434159

About this Book

A popular statistical text now updated and better than ever!

The ready availability of high-speed computers and statistical software encourages the analysis of ever larger and more complex problems while at the same time increasing the likelihood of improper usage. That is why it is increasingly important to educate end users in the correct interpretation of the methodologies involved. Now in its second edition, Methods and Applications of Linear Models: Regression and the Analysis of Variance seeks to more effectively address the analysis of such models through several important changes. Notable in this new edition:

  • Fully updated and expanded text reflects the most recent developments in the AVE method
  • Rearranged and reorganized discussions of application and theory enhance text's effectiveness as a teaching tool
  • More than 100 new exercises in the areas of regression and analysis of variance

As in the First Edition, the author presents a thorough treatment of the concepts and methods of linear model analysis, and illustrates them with various numerical and conceptual examples, using a data-based approach to development and analysis. Data sets, available on an FTP site, allow readers to apply analytical methods discussed in the book.

Table of contents

    1. You have free access to this content
  1. Part I: Regression Models

  2. Part II: Analysis of Variance Models

  3. Part III: The Mathematical Theory of Linear Models

    1. You have free access to this content
    1. You have free access to this content
    1. You have free access to this content
    1. You have free access to this content
    1. You have free access to this content
    1. You have free access to this content
    1. You have free access to this content

SEARCH