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9780071360869

Primer of Applied Regression & Analysis of Variance

by ;
  • ISBN13:

    9780071360869

  • ISBN10:

    0071360867

  • Edition: 2nd
  • Format: Hardcover
  • Copyright: 2000-11-15
  • Publisher: McGraw-Hill Education / Medical
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Supplemental Materials

What is included with this book?

Summary

Applicable for all statistics courses or practical use, teaches how to understand more advanced multivariate statistical methods, as well as how to use available software packages to get correct results. Study problems and examples culled from biomedical research illustrate key points. New to this edition: broadened coverage of ANOVA (traditional analysis of variance), the addition of ANCOVA (analysis of Co-Variance); updated treatment of available statistics software; 2 new chapters (Analysis of Variance Extensions and Mixing Regression and ANOVA: ANCOVA).

Table of Contents

Why Do Multivariate Analysis?.

The First Step: Understanding Simple Linear Regression.

Regression With Two or More Independent Variables.

Do the Data Fit the Assumptions?.

Multicollinearity and What to Do About It.

Selecting the "Best" Regression Model.

One-Way Analysis of Variance.

Two-Way Analysis of Variance.

Repeated Measures.

Mixing Continuous and Categorical Variables: Analysis of Covariance.

Nonlinear Regression.

Regression With a Qualitative Dependent Variable.

APPENDIX A. A Brief Introduction to Matrices and Vectors.

APPENDIX B. Statistical Package Cookbook.

APPENDIX C. Data for Examples.

APPENDIX D. Data for Problems.

APPENDIX E. Statistical Tables.

APPENDIX F. Solutions to Problems.

Supplemental Materials

What is included with this book?

The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.

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