Categorical data analysis / / Alan Agresti

• Autore: Agresti Alan
• Pubblicazione: Hoboken, New Jersey : , : Wiley-Interscience, , 2013; ©2013
• Edizione: 3rd ed.
• Descrizione fisica: 1 online resource (1581 p.)
• Disciplina: 519.5/35
• Soggetto topico: Multivariate analysis
• Soggetto genere / forma: Electronic books.
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references and indexes.
• Nota di contenuto: Cover; Half Title page; Title page; Copyright page; Dedication; Preface; Chapter 1: Introduction: Distributions and Inference for Categorical Data; 1.1 Categorical Response Data; 1.2 Distributions for Categorical Data; 1.3 Statistical Inference for Categorical Data; 1.4 Statistical Inference for Binomial Parameters; 1.5 Statistical Inference for Multinomial Parameters; 1.6 Bayesian Inference for Binomial and Multinomial Parameters; Notes; Exercises; Chapter 2: Describing Contingency Tables; 2.1 Probability Structure for Contingency Tables; 2.2 Comparing Two Proportions ; Chapter 4: Introduction to Generalized Linear Models4.1 The Generalized Linear Model; 4.2 Generalized Linear Models for Binary Data; 4.3 Generalized Linear Models for Counts and Rates; 4.4 Moments and Likelihood for Generalized Linear Models; 4.5 Inference and Model Checking for Generalized Linear Models; 4.6 Fitting Generalized Linear Models; 4.7 Quasi-Likelihood and Generalized Linear Models; Notes; Exercises; Chapter 5: Logistic Regression; 5.1 Interpreting Parameters in Logistic Regression; 5.2 Inference for Logistic Regression; 5.3 Logistic Models with Categorical Predictors ; Chapter 9: Loglinear Models for Contingency Tables
• Sommario/riassunto: Praise for the Second Edition ""A must-have book for anyone expecting to do research and/or applications in categorical data analysis.""-Statistics in Medicine ""It is a total delight reading this book.""-Pharmaceutical Research ""If you do any analysis of categorical data, this is an essential desktop reference.""-Technometrics The use of statistical methods for analyzing categorical data has increased dramatically, particularly in the biomedical, social sciences, and financial industries. Responding to new developments,
• Titolo autorizzato: Group-analytic psychotherapy, method and principles
• ISBN: 1-118-71085-1; 1-118-71094-0
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910463113103321
• Lo trovi qui: Univ. Federico II
• Serie: Wiley series in probability and statistics.