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    Multilevel Statistical Models
    Multilevel Statistical Models
    Multilevel Statistical Models
    Ebook651 pages6 hours

    Multilevel Statistical Models

    By Harvey Goldstein

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    About this ebook

    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.

    LanguageEnglish
    PublisherWiley
    Release dateJul 8, 2011
    ISBN9781119956822
    Multilevel Statistical Models
    Author

    Harvey Goldstein

    Mr. Goldstein has been the CFO or Controller Of several companies ranging in size from $5 million to $80 million. He was the assistant division controller Of a NYSE listed company where he also performed all the financial work on several major business investments including $50 million _new plant. He graduated from the City College of New York with a degree in Economics and earned his MBA at the Bernard Baruch School of Business, CUNY. He has also taught -at the University of Phoenix, both in the Undergraduate and Graduate Schools of Business. Mr. Goldstein has a very successful consulting firm. During his career, he has also designed organizations and systems as well as procedures that enhanced reporting and provided greater overall business control.

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