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Matrix Tricks for Linear Statistical Models: Our Personal Top Twenty

Matrix Tricks for Linear Statistical Models: Our Personal Top Twenty

Paperback

Probability & Statistics

ISBN10: 3642447597
ISBN13: 9783642447594
Publisher: Springer Nature
Published: Oct 1 2014
Pages: 486
Weight: 1.55
Height: 1.02 Width: 6.14 Depth: 9.21
Language: English
In teaching linear statistical models to first-year graduate students or to final-year undergraduate students there is no way to proceed smoothly without matrices and related concepts of linear algebra; their use is really essential. Our experience is that making some particular matrix tricks very familiar to students can substantially increase their insight into linear statistical models (and also multivariate statistical analysis). In matrix algebra, there are handy, sometimes even very simple tricks which simplify and clarify the treatment of a problem-both for the student and for the professor. Of course, the concept of a trick is not uniquely defined-by a trick we simply mean here a useful important handy result.

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Probability & Statistics