VOLUME ONE: BASIC CONCEPTS AND PRINCIPLES

Introduction

Part One: Overview of Categorical Data Analysis

Statistical Magic and/or Statistical Serendipity: An Age of Progress in the Analysis of Categorical Data

Leo Goodman

Categorical Data Analysis

Thomas Wickens

Part Two: Statistical Methods and Graphs for One Categorical Variable

On the Theory of Scales of Measurement

S. Stevens

Statistical Analysis of Qualitative Variation

Alan Agresti and Barbara Agresti

No Humble Pie: The Origins and Usage of a Statistical Chart

Ian Spence

Bah! Bar Charts

Allan Reese

Revising the Pareto Chart

Leland Wilkinson

Part Three: The Chi-Square Test

Karl Pearson and the Chi-Squared Test

R. Plackett

The Use of Chi-Squared Statistics for Categorical Data Problems

Stephen Fienberg

Sample Size Restraints Commonly Imposed on the Use of the Chi-Square Statistic

John Roscoe and Jackson Byars

What Is the Continuity Correction?

Nathan Mantel and Samuel Greenhouse

Some Reasons for Not Using the Yates Continuity Correction on 2 ×2 Contingency Tables: Comment and a Suggestion

Nathan Mantel

Part Four: Exact Inference for Contingency Tables

On the Interpretation of ?2 from Contingency Tables, and the Calculation of P

R. Fisher

Fisher’s Exact Test

Graham Upton

A Survey of Exact Inference for Contingency Tables

Alan Agesti

Part Five: Measuring the Relationship between Two Ordinal Variables

On the Association of Attributes in Statistics: With Illustrations from the Material of the Childhood Society, &c

G. Udny Yule

A New Measure of Rank Correlation

M. Kendall

The Treatment of Ties in Ranking Problems

M. Kendall

A New Asymmetric Measure of Association for Ordinal Variables

Robert Somers

VOLUME TWO: STATISTICAL METHODS FOR ANALYSING ASSOCIATIONS

Part One: Simpson’s Paradox

Simpson’s Paradox in Real Life

Clifford Wagner

Minority Contributions to the SAT Score Turnaround: An Example of Simpson's Paradox

Howard Wainer

Confounding and Collapsibility in Causal Inference

Sander Greenland, James Robins and Judea Pearl

Part Two: Mobility Tables

Status, Autonomy, and Training in Occupational Mobility

Michael Hout

A New Index of Structure for the Analysis of Models for Mobility Tables and Other Cross-Classifications

Clifford Clogg, Tamas Rudas and Liwen Xi

Part Three: Statistical Tests for High Dimensional Tables

Preliminary Graphical Analysis and Quasi-Independence for a Two-Way Contingency Table

Stephen Fienberg

The Analysis of Multidimensional Contingency Tables

Stephen Fienberg

The Analysis of Incomplete Multi-Way Contingency Tables

Stephen Fienberg

Partitioning of Chi-Square, Analysis of Marginal Contingency Tables, and Estimation of Expected Frequencies in Multidimensional Contingency Tables

Leo Goodman

Part Four: Association Models

Simple Models for the Analysis of Association in Cross-Classifications Having Ordered Categories

Leo Goodman

Analysis of Sets of Two-Way Contingency Tables Using Association Models

Mark Becker and Clifford Clogg

A Survey of Strategies for Modeling Cross-Classifications Having Ordinal Variables

Alan Agresti

Part Five: Dealing with Sparseness

Methods for the Analysis of Contingency Tables with Large and Small Cell Counts

Jenny Baglivo, Donald Oliver and Marcello Pagano

Goodness-of-Fit Tests for Loglinear Models in Sparse Contingency Tables

Kenneth Koehler

VOLUME THREE: LOG-LINEAR AND LOGISTIC REGRESSION MODELS

Part One: Generalized Linear Models

Generalized Linear Models

J. Nelder and R. Wedderburn

Part Two: Log-Linear Models

An Introduction to Categorical Data Analysis

Douglas Sloane and S. Phillip Morgan

Some Common Problems in Log-Linear Analysis

Clifford Clogg and Scott Eliason

Part Three: Logistic Regression Models

The Regression Analysis of Binary Sequences

D. Cox

A Logistic Model for Paired Comparisons with Ordered Categorical Data

P. McCullagh

Graphical Methods for Assessing Logistic Regression Models

James Landwehr, Daryl Pregibon and Anne Shoemaker

Evaluating Logistic Models for Large Contingency Tables

Edward Fowlkes, Anne Freeny and James Landwehr

A Graphical Method for Assessing the Fit of a Logistic Regression Model

Iain Pardoe and R. Dennis Cook

Part Four: Multilevel Statistical Models for Categorical Response Variables

The Intraclass Correlation Coefficient: Distribution-Free Definition and Test

Daniel Commenges and Helene Jacqmin

Modeling Clustered Ordered Categorical Data

Alan Agresti and Ranjini Natarajan

Religious Attendance in Cross-National Perspective: A Multilevel Analysis of 60 Countries

Stijn Ruiter and Frank van Tubergen

Part Five: Longitudinal Analysis for Categorical Response Variables

Longitudinal Data Analysis Using Generalized Linear Models

King-Yee Liang and Scott Zeger

A Bayesian Hierarchical Model for Categorical Longitudinal Data from a Social Survey of Immigrants

A. Pettitt et al.

VOLUME FOUR: ADVANCED AND GRAPHICAL STATISTICAL METHODS

Part One: Correspondence Analysis

Simple Correspondence Analysis: A Bibliographic Review

Eric Beh

Some Useful Extensions of the Usual Correspondence Analysis Approach and the Usual Log-Linear Models Approach in the Analysis of Contingency Tables

Leo Goodman

Part Two: Factor Analysis for Categorical Variables

Multiway Contingency Analysis with a Scaled Response or Factor

Otis Duncan and James McRae, Jr

Factor Analysis for Categorical Data

D.J. Bartholomew

Part Three: Latent Class Models

Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models

Leo Goodman

Categorical Causal Modelling: Latent Class Analysis and Directed Log-Linear Models with Latent Variables

Jacques Hagenaars

On the Assignment of Individuals to Latent Classes

Leo Goodman

Part Four: Missing Values in Categorical Data

Loglinear Models with Missing Data: A Latent Class Approach

Christopher Winship and Robert Mare

Multiple Imputation of Incomplete Categorical Data Using Latent Class Analysis

Jeroen Vermunt et al.

Part Five: Graphical Methods

Conceptual and Visual Models for Categorical Data

Michael Friendly

Mosaic Displays for Multi-Way Contingency Tables

Michael Friendly

Extending Mosaic Displays: Marginal, Conditional, and Partial Views of Categorical Data

Michael Friendly

Multigraph Representations of Hierarchical Loglinear Models

Terry McKee and Harry Khamis

Latent Class Factor and Cluster Models, Bi-Plots, and Related Graphical Displays

Jay Magidson and Jeroen Vermunt