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Analysis of ordinal categorical data / (Record no. 9504)

MARC details
000 -LEADER
fixed length control field	04719cam a2200229 a 4500
005 - DATE & TIME
control field	20230518163521.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	091001s2010 njua b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number	2009038760
020 ## - ISBN
International Standard Book Number	9780470082898 (cloth)
Price	13,863.00
020 ## - ISBN
International Standard Book Number	0470082895 (cloth)
040 ## - CATALOGING SOURCE
Original cataloging agency	S.X.U.K
041 ## - Language
Language	English
082 00 - DDC NUMBER
Classification number	R 519.535 AGA(ANA)Ed2
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Agresti, Alan.
245 10 - TITLE STATEMENT
Title	Analysis of ordinal categorical data /
Statement of responsibility	Alan Agresti.
250 ## - EDITION STATEMENT
Edition statement	2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc	Hoboken, N.J. :
Name of publisher, distributor, etc	Wiley,
Date of publication, distribution, etc	c2010.
300 ## - PHYSICAL DESCRIPTION
Pages	xi, 396 p. :
Other Details	ill. ;P.B.
Dimension	25 cm.
500 ## - GENERAL NOTE
General note	TABLE OF CONTENTS<br/>Preface.<br/>1. Introduction.<br/><br/>1.1. Ordinal Categorical Scales.<br/><br/>1.2. Advantages of Using Ordinal Methods.<br/><br/>1.3. Ordinal Modeling Versus Ordinary Regession Analysis.<br/><br/>1.4. Organization of This Book.<br/><br/>2. Ordinal Probabilities, Scores, and Odds Ratios.<br/><br/>2.1. Probabilities and Scores for an Ordered Categorical Scale.<br/><br/>2.2. Ordinal Odds Ratios for Contingency Tables.<br/><br/>2.3. Confidence Intervals for Ordinal Association Measures.<br/><br/>2.4. Conditional Association in Three-Way Tables.<br/><br/>2.5. Category Choice for Ordinal Variables.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>3. Logistic Regression Models Using Cumulative Logits.<br/><br/>3.1. Types of Logits for An Ordinal Response.<br/><br/>3.2. Cumulative Logit Models.<br/><br/>3.3. Proportional Odds Models: Properties and Interpretations.<br/><br/>3.4. Fitting and Inference for Cumulative Logit Models.<br/><br/>3.5. Checking Cumulative Logit Models.<br/><br/>3.6. Cumulative Logit Models Without Proportional Odds.<br/><br/>3.7. Connections with Nonparametric Rank Methods.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>4. Other Ordinal Logistic Regression Models.<br/><br/>4.1. Adjacent-Categories Logit Models.<br/><br/>4.2. Continuation-Ratio Logit Models.<br/><br/>4.3. Stereotype Model: Multiplicative Paired-Category Logits.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>5. Other Ordinal Multinomial Response Models.<br/><br/>5.1. Cumulative Link Models.<br/><br/>5.2. Cumulative Probit Models.<br/><br/>5.3. Cumulative Log-Log Links: Proportional Hazards Modeling.<br/><br/>5.4. Modeling Location and Dispersion Effects.<br/><br/>5.5. Ordinal ROC Curve Estimation.<br/><br/>5.6. Mean Response Models.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>6. Modeling Ordinal Association Structure.<br/><br/>6.1. Ordinary Loglinear Modeling.<br/><br/>6.2. Loglinear Model of Linear-by-Linear Association.<br/><br/>6.3. Row or Column Effects Association Models.<br/><br/>6.4. Association Models for Multiway Tables.<br/><br/>6.5. Multiplicative Association and Correlation Models.<br/><br/>6.6. Modeling Global Odds Ratios and Other Associations.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>7. Non-Model-Based Analysis of Ordinal Association.<br/><br/>7.1. Concordance and Discordance Measures of Association.<br/><br/>7.2. Correlation Measures for Contingency Tables.<br/><br/>7.3. Non-Model-Based Inference for Ordinal Association Measures.<br/><br/>7.4. Comparing Singly Ordered Multinomials.<br/><br/>7.5. Order-Restricted Inference with Inequality Constraints.<br/><br/>7.6. Small-Sample Ordinal Tests of Independence.<br/><br/>7.7. Other Rank-Based Statistical Methods for Ordered Categories.<br/><br/>Appendix: Standard Errors for Ordinal Measures.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>8. Matched-Pairs Data with Ordered Categories.<br/><br/>8.1. Comparing Marginal Distributions for Matched Pairs.<br/><br/>8.2. Models Comparing Matched Marginal Distributions.<br/><br/>8.3. Models for The Joint Distribution in A Square Table.<br/><br/>8.4. Comparing Marginal Distributions for Matched Sets.<br/><br/>8.5. Analyzing Rater Agreement on an Ordinal Scale.<br/><br/>8.6. Modeling Ordinal Paired Preferences.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>9. Clustered Ordinal Responses: Marginal Models.<br/><br/>9.1. Marginal Ordinal Modeling with Explanatory Variables.<br/><br/>9.2. Marginal Ordinal Modeling: GEE Methods.<br/><br/>9.3. Transitional Ordinal Modeling, Given the Past.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>10. Clustered Ordinal Responses: Random Effects Models.<br/><br/>10.1. Ordinal Generalized Linear Mixed Models.<br/><br/>10.2. Examples of Ordinal Random Intercept Models.<br/><br/>10.3. Models with Multiple Random Effects.<br/><br/>10.4. Multilevel (Hierarchical) Ordinal Models.<br/><br/>10.5. Comparing Random Effects Models and Marginal Models.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>11. Bayesian Inference for Ordinal Response Data.<br/><br/>11.1. Bayesian Approach to Statistical Inference.<br/><br/>11.2. Estimating Multinomial Parameters.<br/><br/>11.3. Bayesian Ordinal Regression Modeling.<br/><br/>11.4. Bayesian Ordinal Association Modeling.<br/><br/>11.5. Bayesian Ordinal Multivariate Regression Modeling.<br/><br/>11.6. Bayesian Versus Frequentist Approaches to Analyzing Ordinal Data.<br/><br/>Chapter Notes.<br/><br/>Exercises.<br/><br/>Appendix Software for Analyzing Ordinal Categorical Data.<br/><br/>Bibliography.<br/><br/>Example Index.<br/><br/>Subject Index.
650 #0 - Subject
Subject	Multivariate analysis.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type	REFERENCE STATISTICS

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		Dewey Decimal Classification		Not For Loan	Reference	St. Xavier's University, Kolkata	St. Xavier's University, Kolkata	Reference Section	05/18/2023	Segment book distributors	S.X.U.K		R 519.535 AGA(ANA)Ed2	US9598	05/18/2023	9598	05/18/2023	REFERENCE STATISTICS