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Advanced Multivariate Statistics with Matrices - Tõnu Kollo
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Tõnu Kollo:
Advanced Multivariate Statistics with Matrices - pocketboek

2002, ISBN: 9789048168590

[ED: Taschenbuch], [PU: Springer], Neuware - The book presents important tools and techniques for treating problems in m- ern multivariate statistics in a systematic way. The ambition is to indicate new directions as well as to present the classical part of multivariate statistical analysis in this framework. The book has been written for graduate students and statis- cians who are not afraid of matrix formalism. The goal is to provide them with a powerful toolkit for their research and to give necessary background and deeper knowledge for further studies in di erent areas of multivariate statistics. It can also be useful for researchers in applied mathematics and for people working on data analysis and data mining who can nd useful methods and ideas for solving their problems. Ithasbeendesignedasatextbookforatwosemestergraduatecourseonmultiva- ate statistics. Such a course has been held at the Swedish Agricultural University in 2001/02. On the other hand, it can be used as material for series of shorter courses. In fact, Chapters 1 and 2 have been used for a graduate course 'Matrices in Statistics' at University of Tartu for the last few years, and Chapters 2 and 3 formed the material for the graduate course 'Multivariate Asymptotic Statistics' in spring 2002. An advanced course 'Multivariate Linear Models' may be based on Chapter 4. A lot of literature is available on multivariate statistical analysis written for di - ent purposes and for people with di erent interests, background and knowledge., DE, [SC: 0.00], Neuware, gewerbliches Angebot, FixedPrice, 508, [GW: 801g], offene Rechnung (Vorkasse vorbehalten), PayPal, Banküberweisung

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Advanced Multivariate Statistics with Matrices - Tõnu Kollo, D. von Rosen
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Tõnu Kollo, D. von Rosen:
Advanced Multivariate Statistics with Matrices - nieuw boek

ISBN: 9789048168590

ID: 978904816859

This book presents the authors'' personal selection of topics in multivariate statistical analysis with emphasis on tools and techniques. Topics included range from definitions of multivariate moments, multivariate distributions, asymptotic distributions of commonly used statistics and density approximations to a modern treatment of multivariate linear models. The theory used is based on matrix algebra and linear spaces and applies lattice theory in a systematic way. Many of the results are obtained by utilizing matrix derivatives which in turn are built up from the Kronecker product and vec-operator. The matrix normal, Wishart and elliptical distributions are studied in detail. In particular, several moment relations are given. Together with the derivatives of density functions, formulae are presented for density approximations, generalizing classical Edgeworth expansions. The asymptotic distributions of many commonly used statistics are also derived. In the final part of the book the Growth Curve model and its various extensions are studied.The book will be of particular interest to researchers but could also be appropriate as a text-book for graduate courses on multivariate analysis or matrix algebra. Tõnu Kollo, D. von Rosen, Books, Science and Nature, Advanced Multivariate Statistics with Matrices Books>Science and Nature, Springer Netherlands

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Advanced Multivariate Statistics with Matrices als Buch von Tõnu Kollo, D. von Rosen - Tõnu Kollo, D. von Rosen
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Tõnu Kollo, D. von Rosen:
Advanced Multivariate Statistics with Matrices als Buch von Tõnu Kollo, D. von Rosen - gebonden uitgave, pocketboek

2005, ISBN: 9789048168590

ID: 693868357

Advanced Multivariate Statistics with Matrices:Softcover reprint of hardcover 1st ed. 2005. Tõnu Kollo, D. von Rosen Advanced Multivariate Statistics with Matrices:Softcover reprint of hardcover 1st ed. 2005. Tõnu Kollo, D. von Rosen Bücher > Wissenschaft > Mathematik, Springer

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Advanced Multivariate Statistics with Matrices - Kollo, Tõnu; Rosen, D. von
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Kollo, Tõnu; Rosen, D. von:
Advanced Multivariate Statistics with Matrices - pocketboek

2011, ISBN: 9048168597

gebonden uitgave, ID: A12092636

Softcover reprint of hardcover 1st ed. 2005 Kartoniert / Broschiert Algebra, Wahrscheinlichkeitsrechnung und Statistik, Matrix; Matrix Theory; brandonwiskunde; Distribution; linear algebra, mit Schutzumschlag neu, [PU:Springer; Springer Netherland]

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Advanced Multivariate Statistics with Matrices als Buch von Tõnu Kollo, D. von Rosen - Springer
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Springer:
Advanced Multivariate Statistics with Matrices als Buch von Tõnu Kollo, D. von Rosen - nieuw boek

2005, ISBN: 9789048168590

ID: 818367784

Advanced Multivariate Statistics with Matrices ab 99.99 EURO Softcover reprint of hardcover 1st ed. 2005. Advanced Multivariate Statistics with Matrices ab 99.99 EURO Softcover reprint of hardcover 1st ed. 2005. Bücher > Wissenschaft > Mathematik

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Bijzonderheden over het boek
Advanced Multivariate Statistics with Matrices

This book presents the authors' personal selection of topics in multivariate statistical analysis with emphasis on tools and techniques. Topics included range from definitions of multivariate moments, multivariate distributions, asymptotic distributions of commonly used statistics and density approximations to a modern treatment of multivariate linear models. The theory used is based on matrix algebra and linear spaces and applies lattice theory in a systematic way. Many of the results are obtained by utilizing matrix derivatives which in turn are built up from the Kronecker product and vec-operator. The matrix normal, Wishart and elliptical distributions are studied in detail. In particular, several moment relations are given. Together with the derivatives of density functions, formulae are presented for density approximations, generalizing classical Edgeworth expansions. The asymptotic distributions of many commonly used statistics are also derived. In the final part of the book the Growth Curve model and its various extensions are studied.The book will be of particular interest to researchers but could also be appropriate as a text-book for graduate courses on multivariate analysis or matrix algebra.

Gedetalleerde informatie over het boek. - Advanced Multivariate Statistics with Matrices


EAN (ISBN-13): 9789048168590
ISBN (ISBN-10): 9048168597
Gebonden uitgave
pocket book
Verschijningsjaar: 2011
Uitgever: Springer-Verlag GmbH
508 Bladzijden
Gewicht: 0,781 kg
Taal: eng/Englisch

Boek bevindt zich in het datenbestand sinds 15.12.2011 19:06:44
Boek voor het laatst gevonden op 06.11.2017 11:00:33
ISBN/EAN: 9789048168590

ISBN - alternatieve schrijfwijzen:
90-481-6859-7, 978-90-481-6859-0


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