eBook - ePub

Multilevel Statistical Models

Name: Multilevel Statistical Models
ISBN: 9781119956822

Harvey Goldstein,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Multilevel Statistical Models

Harvey Goldstein,

About this book

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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Yes, you can access Multilevel Statistical Models by Harvey Goldstein in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.