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" Multivariate statistics made simple : "
K.V.S. Sarma, R. Vishnu Vardhan.
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BL
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| Record Number
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878102
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| Main Entry
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Sarma, K. V. S.
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| Title & Author
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Multivariate statistics made simple : : a practical approach /\ K.V.S. Sarma, R. Vishnu Vardhan.
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| Publication Statement
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Boca Raton, FL :: CRC Press, Taylor & Francis Group,, [2019]
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, ©2019
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| Page. NO
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1 online resource (xvi, 242 pages) :: illustrations
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| ISBN
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0429465181
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: 0429877854
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: 0429877862
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: 0429877870
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: 9780429465185
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: 9780429877858
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: 9780429877865
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: 9780429877872
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113861095X
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9781138610958
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Multivariate statistical analysis: an overview -- Comparison of multivariate means -- Analysis of variance with multiple factors -- Multivariate analysis of variance (MANOVA) -- Analysis of repeated measures data -- Multiple linear regression analysis -- Classification problems in medical diagnosis -- Binary classification with linear discriminant analysis -- Logistic regression for binary classification -- Survival analysis and Cox regression -- Poisson regression analysis -- Cluster analysis and its applications.
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| Abstract
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This book explains the advanced but essential concepts of Multivariate Statistics in a practical way while touching the mathematical logic in a befitting manner. The illustrations are based on real case studies from a super specialty hospital where active research is going on.
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| Subject
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Multivariate analysis.
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Multivariate Analysis.
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MATHEMATICS / Applied.
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MATHEMATICS / Probability Statistics / General.
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Multivariate analysis.
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| Dewey Classification
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519.535
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| LC Classification
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QA278
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| Added Entry
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Vardhan, R. Vishnu
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