03585nam 2200649Ia 450 991078369880332120230803215717.01-283-29386-297866132938621-135-70485-61-4106-1202-3(CKB)1000000000244702(EBL)227471(OCoLC)62706410(SSID)ssj0000210148(PQKBManifestationID)11194355(PQKBTitleCode)TC0000210148(PQKBWorkID)10283719(PQKB)10331044(MiAaPQ)EBC227471(Au-PeEL)EBL227471(CaPaEBR)ebr10103918(CaONFJC)MIL329386(EXLCZ)99100000000024470220040624h20052005 uy 0engur|n|---|||||txtrdacontentcrdamediacrrdacarrierNew developments in categorical data analysis for the social and behavioral sciences /edited by L. Andries van der Ark, Marcel A. Croon, Klaas SijtsmaMahwah, N.J. :Lawrence Erlbaum,2005.©20051 online resource (xii, 261 pages) illustrationsQuantitative methodology series0-415-65042-9 0-8058-4728-6 Includes bibliographical references and indexes.Contents; Preface; About the Authors; 1 Statistical Models for Categorical Variables; 2 Misclassification Phenomena in Categorical Data Analysis: Regression Toward the Mean and Tendency Toward the Mode; 3 Factor Analysis With Categorical Indicators: A Comparison Between Traditional and Latent Class Approaches; 4 Bayesian Computational Methods for Inequality Constrained Latent Class Analysis; 5 Analyzing Categorical Data by Marginal Models; 6 Computational Aspects of the E-M and Bayesian Estimation in Latent Variable Models; 7 Logistic Models for Single-Subject Time Series8 The Effect of Missing Data Imputation on Mokken Scale Analysis; 9 Building IRT Models From Scratch: Graphical Models, Exchangeability, Marginal Freedom, Scale Types, and Latent Traits; 10 The Nedelsky Model for Multiple-Choice Items; 11 Application of the Polytomous Saltus Model to Stage-Like Proportional Reasoning Data; 12 Multilevel IRT Model Assessment; Author Index; Subject IndexCategorical data are quantified as either nominal variables--distinguishing different groups, for example, based on socio-economic status, education, and political persuasion--or ordinal variables--distinguishing levels of interest, such as the preferred politician or the preferred type of punishment for committing burglary. This new book is a collection of up-to-date studies on modern categorical data analysis methods, emphasizing their application to relevant and interesting data sets. This volume concentrates on latent class analysis and item response theory.Quantitative methodology series.Social sciencesStatistical methodsStatisticsSocial sciencesStatistical methods.Statistics.300/.1/5195Ark L. Andries van der286024Croon Marcel A286025Sijtsma K(Klaas),1955-286026MiAaPQMiAaPQMiAaPQBOOK9910783698803321New developments in categorical data analysis for the social and behavioral sciences3867465UNINA