Categorical Data Analysis: SAGE Benchmarks in Social Research Methods
Editat de Keming Yangen Limba Engleză Hardback – 16 iun 2014
Volume 1: Basic Concepts and Principles
Volume 2: Statistical Methods for Analysing Associations
Volume 3: Log-Linear and Logistic Regression Models
Volume 4: Advanced and Graphical Statistical Methods
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Specificații
ISBN-13: 9781446266519
ISBN-10: 1446266516
Pagini: 1376
Dimensiuni: 156 x 234 x 94 mm
Greutate: 2.52 kg
Ediția:Four-Volume Set
Editura: SAGE Publications
Colecția Sage Publications Ltd
Seria SAGE Benchmarks in Social Research Methods
Locul publicării:London, United Kingdom
ISBN-10: 1446266516
Pagini: 1376
Dimensiuni: 156 x 234 x 94 mm
Greutate: 2.52 kg
Ediția:Four-Volume Set
Editura: SAGE Publications
Colecția Sage Publications Ltd
Seria SAGE Benchmarks in Social Research Methods
Locul publicării:London, United Kingdom
Cuprins
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
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