(Original PDF) Categorical Data Analysis 3rd Edition by Alan Agresti

(Original PDF) Categorical Data Analysis 3rd Edition by Alan Agresti – Digital Ebook – Instant Delivery Download

Product details:

• ISBN-10 ‏ : ‎ 9780470463635
• ISBN-13 ‏ : ‎ 978-0470463635
• Author: Alan Agresti 

Categorical Data Analysis, Third Edition summarizes the latest methods for univariate and correlated multivariate categorical responses. Readers will find a unified generalized linear models approach that connects logistic regression and Poisson and negative binomial loglinear models for discrete data with normal regression for continuous data.

Table contents:

1 Introduction: Distributions and Inference for Categorical Data

2 Describing Contingency Tables

3 Inference for Two-Way Contingency Tables

4 Introduction to Generalized Linear Models

5 Logistic Regression

6 Building, Checking, and Applying Logistic Regression Models

7 Alternative Modeling of Binary Response Data

8 Models for Multinomial Responses

9 Loglinear Models for Contingency Tables

10 Building and Extending Loglinear Models

11 Models for Matched Pairs

12 Clustered Categorical Data: Marginal and Transitional Model

13 Clustered Categorical Data: Random Effects Models

14 Other Mixture Models for Discrete Data

15 Non-Model-Based Classification and Clustering

16 Large- and Small-Sample Theory for Multinomial Models

17 Historical Tour of Categorical Data Analysis

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