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The Geometry of Multivariate Statistics

Thomas D. Wickens




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 | #484344 in Books |  Thomas D Wickens |  2015-05-09 |  2015-05-08 | Original language:English | PDF # 1 |  9.00 x.40 x6.00l,.60 | File type: PDF | 174 pages

 | The Geometry of Multivariate Statistics

||16 of 16 people found the following review helpful.| Makes sense out of regression analysis|By David Collins|Well, actually, this book is applicable to much more than regression analysis, e.g., ANOVA and "general linear statistical models". It also helps make sense of univariate statistics, not just multivariate. Regression analysis, though, is the main application of the methods in this book. It will not substitute for Neter,| ||A very valuable addition to the literature.|—CHOICE|The book is nicely written and proceeds step by step from bivariate regression to more complicated multivariate methods.|—Zentralblatt MATH

A traditional approach to developing multivariate statistical theory is algebraic. Sets of observations are represented by matrices, linear combinations are formed from these matrices by multiplying them by coefficient matrices, and useful statistics are found by imposing various criteria of optimization on these combinations. Matrix algebra is the vehicle for these calculations. A second approach is computational. Since many users find that they do not need to know the ...

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