Lectures on Categorical Data Analysis

This book offers a relatively self-contained presentation of the fundamental results in categorical data analysis, which plays a central role among the statistical techniques applied in the social, political and behavioral sciences, as well as in marketing and medical and biological research. The me...

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Bibliographic Details
Main Author: Rudas, Tamás (Author)
Format: Electronic eBook
Language:English
Published: New York, NY : Springer US , 2018.
Edition:1st ed. 2018.
Series:Springer Texts in Statistics,
Subjects:
Statistics .
ISBN:9781493976935
ISSN:1431-875X
Online Access: Get full text
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Table of Contents:
  • The Role of Categorical Data Analysis
  • Sampling Distributions
  • Normal Approximations
  • Simple Estimation for Categorical Data
  • Basic testing for categorical data
  • Association.-Latent classes and exponential families
  • Effects and associations
  • Simpson's Paradox
  • Log-Linear Models--Definition
  • Log-Linear Models-- Interpretation
  • Log-Linear Models--Estimation
  • What's Next?.-References.

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