Analysis of mixed data : methods & applications /: methods & applications. ([2013])

• Record Type: Book
• Further Information: Note: Edited by Alexander R. de Leon, Keumhee Carrière Chough.
• Editors: De Leon, Alexander R; Chough, Keumhee Carrière
• Contents: Analysis of mixed data: an overview / Alexander R. de Leon and Keumhee Carrière Chough -- Combining univariate and multivariate random forests for enhancing predictions of mixed outcomes / Abdessamad Dine, Denis Larocque, and François Bellavance -- Joint tests for mixed traits in genetic association studies / Minjung Kwak, Gang Zheng, and Colin O. Wu -- Bias in factor score regression and a simple solution / Takahiro Hoshino and Peter M. Bentler -- Joint modeling of mixed count and continuous longitudinal data / Jian Kang and Ying Yang -- Factorization and latent variable models for joint analysis of binary and continuous outcomes / Armando Teixeira-Pinto and Jaroslaw Harezlak -- Regression models for analyzing clustered binary and continuous outcomes under the assumption of exchangeability / E. Olusegun George, Dale Bowman, and Qi An -- Random effects models for joint analysis of repeatedly measured discrete and continuous outcomes / Ralitza Gueorguieva -- Hierarchical modeling of endpoints of different types with generalized linear mixed models / Christel Faes -- Joint analysis of mixed discrete and continuous outcomes via copula models / Beilei Wu, Alexander R. de Leon, and Niroshan Withanage -- Analysis of mixed outcomes in econometrics: applications in health economics / David M. Zimmer -- Sparse Bayesian modeling of mixed econometric data using data augmentation / Helga Wagner and Regina Tüchler -- Bayesian methods for the analysis of mixed categorical and continuous (incomplete) data / Michael J. Daniels and Jeremy T. Gaskins.
• Publisher Details: Boca Raton : CRC Press/Taylor & Francis Group
• Publication Date: 2013
• Extent: 1 online resource (xxvii, 234 pages), illustrations
• Subjects: 519.5/35; Multivariate analysis; MATHEMATICS -- Probability & Statistics -- General; MATHEMATICS -- Probability & Statistics -- Multivariate Analysis; Multivariate analysis; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781439884720; 1439884722
• Related ISBNs: 9781439884713; 1439884714
• Notes: Note: Includes bibliographical references (pages 209-229) and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.