ICSA Book Series in Statistics

Modeling Binary Correlated Responses using SAS, SPSS and R

Authors: Wilson, Jeffrey R., Lorenz, Kent A.

  • Timely compilation of methods for correlated binary data analysis that could be otherwise lost to practitioners in the disparate existing literature
  • Data and computer programs are available for readers to replicate model development and data analysis presented in each chapter
  • Chapters progress from an introduction to the analysis of binary data to the realm of correlated binary data
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Buy this book

eBook $79.99
price for USA
  • ISBN 978-3-319-23805-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $109.00
price for USA
  • ISBN 978-3-319-23804-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Statistical tools to analyze correlated binary data are spread out in the existing literature. This book makes these tools accessible to practitioners in a single volume. Chapters cover recently developed statistical tools and statistical packages that are tailored to analyzing correlated binary data. The authors showcase both traditional and new methods for application to health-related research. Data and computer programs will be publicly available in order for readers to replicate model development, but learning a new statistical language is not necessary with this book. The inclusion of code for R, SAS, and SPSS allows for easy implementation by readers. For readers interested in learning more about the languages, though, there are short tutorials in the appendix. Accompanying data sets are available for download through the book s website. Data analysis presented in each chapter will provide step-by-step instructions so these new methods can be readily applied to projects.  Researchers and graduate students in Statistics, Epidemiology, and Public Health will find this book particularly useful.

Table of contents (12 chapters)

  • Introduction to Binary Logistic Regression

    Wilson, Jeffrey R. (et al.)

    Pages 3-16

  • Short History of the Logistic Regression Model

    Wilson, Jeffrey R. (et al.)

    Pages 17-23

  • Standard Binary Logistic Regression Model

    Wilson, Jeffrey R. (et al.)

    Pages 25-54

  • Overdispersed Logistic Regression Model

    Wilson, Jeffrey R. (et al.)

    Pages 57-79

  • Weighted Logistic Regression Model

    Wilson, Jeffrey R. (et al.)

    Pages 81-102

Buy this book

eBook $79.99
price for USA
  • ISBN 978-3-319-23805-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $109.00
price for USA
  • ISBN 978-3-319-23804-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Modeling Binary Correlated Responses using SAS, SPSS and R
Authors
Series Title
ICSA Book Series in Statistics
Series Volume
9
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-23805-0
DOI
10.1007/978-3-319-23805-0
Hardcover ISBN
978-3-319-23804-3
Series ISSN
2199-0980
Edition Number
1
Number of Pages
XXIII, 264
Topics