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Contingency Table Analysis Methods and Implementation Using R /

Combining theory and applications, this book presents models and methods for the analysis of two‐ and multi‐dimensional contingency tables. The author uses a threefold approach: fundamental models and related inferences are presented, their interpretational aspects are highlighted, and their practic...

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Main Author: Kateri, Maria. (Author, http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: New York, NY : Springer New York : Imprint: Birkhäuser, 2014.
Edition:1st ed. 2014.
Series:Statistics for Industry and Technology,
Subjects:
Statistics .
Applied mathematics.
Engineering mathematics.
Statistical Theory and Methods.
Statistics for Social Sciences, Humanities, Law.
Statistics for Life Sciences, Medicine, Health Sciences.
Statistics and Computing/Statistics Programs.
Applications of Mathematics.
Online Access:https://doi.org/10.1007/978-0-8176-4811-4
Table of Contents:
  • Preface
  • Introduction
  • Analysis of Two-Way Tables
  • Analysis of Multi-Way Tables
  • Log-Linear Models
  • Generalized Linear Models and Extensions
  • Association Models
  • More on Association Models and Related Methods
  • Response Variable Analysis in Contingency Tables
  • Analysis of Square Tables
  • Further Topics.

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