Categorical Data Analysis

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 x2 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