03135nam 2200577 450 991014318920332120230607214125.01-280-36629-X97866103662930-471-45876-70-471-24968-8(CKB)111087027121368(EBL)157051(OCoLC)304072305(SSID)ssj0000118762(PQKBManifestationID)11139601(PQKBTitleCode)TC0000118762(PQKBWorkID)10052055(PQKB)10554793(MiAaPQ)EBC157051(EXLCZ)9911108702712136820150106h20022002 uy 0engur|n|---|||||txtccrCategorical data analysis /Alan Agresti2nd ed.Hoboken, New Jersey :Wiley-Interscience,2002.©20021 online resource (736 p.)Wiley Series in Probability and StatisticsDescription based upon print version of record.0-471-36093-7 Includes bibliographical references and indexes.Categorical Data Analysis; Contents; Preface; 1. Introduction: Distributions and Inference for Categorical Data; 2. Describing Contingency Tables; 3. Inference for Contingency Tables; 4. Introduction to Generalized Linear Models; 5. Logistic Regression; 6. Building and Applying Logistic Regression Models; 7. Logit Models for Multinomial Responses; 8. Loglinear Models for Contingency Tables; 9. Building and Extending Loglinear/Logit Models; 10. Models for Matched Pairs; 11. Analyzing Repeated Categorical Response Data12. Random Effects: Generalized Linear Mixed Models for Categorical Responses13. Other Mixture Models for Categorical Data*; 14. Asymptotic Theory for Parametric Models; 15. Alternative Estimation Theory for Parametric Models; 16. Historical Tour of Categorical Data Analysis*; Appendix A. Using Computer Software to Analyze Categorical Data; Appendix B. Chi-Squared Distribution Values; References; Examples Index; Author Index; Subject IndexAmstat News asked three review editors to rate their top five favorite books in the September 2003 issue. Categorical Data Analysis was among those chosen. A valuable new edition of a standard reference ""A 'must-have' book for anyone expecting to do research and/or applications in categorical data analysis.""-Statistics in Medicine on Categorical Data Analysis, First Edition The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. Responding to new developments inWiley series in probability and statistics.Multivariate analysisMultivariate analysis.519.5/35Agresti Alan103037MiAaPQMiAaPQMiAaPQBOOK9910143189203321Categorical data analysis14689UNINA