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portada multilevel statistical models
multilevel statistical modelsmultilevel statistical modelsmultilevel statistical models
Type
Physical Book
Author
Publisher
Year
2010
Language
English
Pages
358
Format
Hardcover
Dimensions
23.4x15.7x2.5 cm
Weight
0.68 kg.
ISBN13
9780470748657
Edition No.
0004
Categories

multilevel statistical models

Harvey Goldstein (Author) · Wiley · Hardcover

multilevel statistical models - Goldstein, Harvey

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Synopsis "multilevel statistical models"

Throughout the social, medical and other sciences the importance of understanding complex hierarchical data structures is well understood. Multilevel modelling is now the accepted statistical technique for handling such data and is widely available in computer software packages. A thorough understanding of these techniques is therefore important for all those working in these areas. This new edition of Multilevel Statistical Models brings these techniques together, starting from basic ideas and illustrating how more complex models are derived. Bayesian methodology using MCMC has been extended along with new material on smoothing models, multivariate responses, missing data, latent normal transformations for discrete responses, structural equation modeling and survival models. Key Features: Provides a clear introduction and a comprehensive account of multilevel models. New methodological developments and applications are explored. Written by a leading expert in the field of multilevel methodology. Illustrated throughout with real-life examples, explaining theoretical concepts. This book is suitable as a comprehensive text for postgraduate courses, as well as a general reference guide. Applied statisticians in the social sciences, economics, biological and medical disciplines will find this book beneficial.

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