Multilevel Statistical Models

Language: English

Published by John Wiley and Sons Inc, US, 2010

0470748656 / 9780470748657

Series: Book 229 of 358 - Wiley Series in Probability and Statistics

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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.

Seller Inventory # LU-9780470748657

Title
Multilevel Statistical Models
Author
Harvey Goldstein
Publisher
John Wiley and Sons Inc, US
Publication year
2010
Condition
New
Binding
Hardback
Language
English
ISBN 10
0470748656
ISBN 13
9780470748657
Edition
4th Edition
Item weight
615 grams
Series
Book 229 of 358: Wiley Series in Probability and Statistics

Rarewaves.com USA

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