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An Introduction to Categorical Data Analysis 3rd Edition (eBook PDF)

Name: An Introduction to Categorical Data Analysis 3rd Edition (eBook PDF)
SKU: EB-29619
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An Introduction to Categorical Data Analysis 3rd Edition (eBook PDF) – Instant Download

SKU: EB-29619 Categories: Ebook-PDF, Mathematics, Science Tags: Alan Agresti, Categorical Data Analysis, Introduction

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An Introduction to Categorical Data Analysis 3rd Edition (eBook PDF) – Digital Ebook – Instant Delivery Download

Product details:

ISBN-10 ‏ : ‎ 1119405262
ISBN-13 ‏ : ‎ 978-1119405269
Author: Alan Agresti

The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An Introduction to Categorical Data Analysis, Third Edition summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data. An Introduction to Categorical Data Analysis, Third Edition is an invaluable tool for statisticians and biostatisticians as well as methodologists in the social and behavioral sciences, medicine and public health, marketing, education, and the biological and agricultural sciences.

Table contents:

1 Introduction

2 Analyzing Contingency Tables

3 Generalized Linear Models

4 Logistic Regression

5 Building and Applying Logistic Regression Models

6 Multicategory Logit Models

7 Loglinear Models for Contingency Tables and Counts

8 Models for Matched Pairs

9 Marginal Modeling of Correlated, Clustered Responses

11 Classification and Smoothing

12 A Historical Tour of Categorical Data Analysis