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Matrix Tricks for Linear Statistical Models
Puntanen, Simo; Isotalo, Jarkko; Styan, George P. H.
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Description for Matrix Tricks for Linear Statistical Models
Hardback. 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. This book collects together various matrix tricks for linear statistical models. Num Pages: 503 pages, biography. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 243 x 170 x 32. Weight in Grams: 913.
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2010
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
503
Condition
New
Number of Pages
486
Place of Publication
Berlin, Germany
ISBN
9783642104725
SKU
V9783642104725
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Puntanen, Simo; Isotalo, Jarkko; Styan, George P. H.
Simo Puntanen earned his PhD in statistics from the University of Tampere (Tampere, Finland) in 1987, where he is now a Docent and Lecturer of Statistics. He has published over 110 research papers in matrix methods for statistics with particular emphasis on linear statistical models. He is currently the book review editor of the International Statistical Review. George ... Read more
Reviews for Matrix Tricks for Linear Statistical Models
From the reviews: “It is for everyone who works on the properties of (multivariate) linear statistical models, especially for graduate students in statistics. Also, the book is … for experts who have had an introduction to multivariate models and have a big preference for matrix results. … book is full of recent results and advances of linear algebra related ... Read more