(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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