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Discrete Multivariate Analysis Theory and Practice

Author: Yvonne M M Bishop; Stephen E Fienberg; Paul W Holland
Publisher: New York, NY : Springer Science+Business Media, LLC, 2007.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Publication:Springer e-books
Database:WorldCat
Summary:
The scientist searching for structure in large systems of data finds inspiration in his own discipline, support from modern computing, and guidance from statistical models. Because large sets of data are likely to be complicated, and because so many approaches suggest themselves, a codification of techniques of analysis, regarded as attractive paths rather than as straitjackets, offers the scientist valuable  Read more...
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Genre/Form: Electronic books
Additional Physical Format: (OCoLC)154711983
(OCoLC)493913696
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yvonne M M Bishop; Stephen E Fienberg; Paul W Holland
ISBN: 1281337897 9781281337894 0387728066 9780387728063
OCLC Number: 228164736
Description: 1 online resource
Contents: Structural Models For Counted Data.- Maximum Likelihood Estimates For Complete Tables.- Formal Goodness Of Fit: Summary Statistics And Model Selection.- Maximum Likelihood Estimation For Incomplete Tables.- Estimating The Size Of A Closed Population.- Models For Measuring Change.- Analysis Of Square Tables: Symmetry And Marginal Homogeneity.- Model Selection And Assessing Closeness Of Fit: Practical Aspects.- Other Methods For Estimation And Testing In Cross-Classifications.- Measures Of Association And Agreement.- Pseudo-Bayes Estimates Of Cell Probabilities.- Sampling Models For Discrete Data.- Asymptotic Methods.
Responsibility: by Yvonne M.M. Bishop, Stephen E. Fienberg, Paul W. Holland.

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"A welcome addition to multivariate analysis. A good part of the book can be understood without very specialized statistical knowledge. It is a most welcome contribution to an interesting and lively  Read more...

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From the reviews:"The book deals with discrete multivariate analysis in an effort to bring together in an organised way the extensive theory and practice existing in this field. It is organised in 14 Read more...

 
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