P R.E S E N T S              .

Multivariate Statistics

DATE: 2017-10-11  SIZE: 9.77 MB    DISKS: 2x 10 MB    PAGES: n/a

PUBLISHER: John Wiley & Sons                 GENRE:

AUTHOR: Yasunori Fujikoshi, Vladimir V. Ulyanov, Ryoichi Shimizu

FORMAT: PDF   PROTECTION: DRM  EDITION: n/a

URL: https://is.gd/VFGcbO

LANGUAGE: English   ISBN: 9780470411698

: A comprehensive examination of high-dimensional analysis ofmultivariate    :
: methods and their real-world applications Multivariate Statistics: High-   :
: Dimensional and Large-SampleApproximations is the first book of its kind t :
: explore howclassical multivariate methods can be revised and used in place :
: ofconventional statistical tools. Written by prominent researchers inthe   :
: field, the book focuses on high-dimensional and large-scaleapproximations  :
: and details the many basic multivariate methods usedto achieve high levels :
: of accuracy. The authors begin with a fundamental presentation of the      :
: basictools and exact distributional results of multivariate statistics,and :
: in addition, the derivations of most distributional resultsare provided.   :
: Statistical methods for high-dimensional data, suchas curve data, spectra, :
: images, and DNA microarrays, are discussed.Bootstrap approximations from a :
: methodological point of view,theoretical accuracies in MANOVA tests, and   :
: model selectioncriteria are also presented. Subsequent chapters feature    :
: additionaltopical coverage including: High-dimensional approximations of   :
: various statistics High-dimensional statistical methods Approximations wit :
: computable error bound Selection of variables based on model selection     :
: approach Statistics with error bounds and their appearance indiscriminant  :
: analysis, growth curve models, generalized linearmodels, profile analysis, :
: and multiple comparison Each chapter provides real-world applications and  :
: thoroughanalyses of the real data. In addition, approximation formulasfoun :
: throughout the book are a useful tool for both practical andtheoretical    :
: statisticians, and basic results on exact distributionsin multivariate     :
: analysis are included in a comprehensive, yetaccessible, format.           :
: Multivariate Statistics is an excellent book for courseson probability     :
: theory in statistics at the graduate level. It isalso an essential         :
: reference for both practical and theoreticalstatisticians who are          :
: interested in multivariate analysis and whowould benefit from learning the :
: applications of analyticalprobabilistic methods in statistics.             :

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