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Matrix Partial Orders, Shorted Operators and Applications

2010 Mathematics
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Release : 2010
Genre : Mathematics
Kind : eBook
Book Rating : 449/5 ( reviews)

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Book Synopsis Matrix Partial Orders, Shorted Operators and Applications by : Sujit Kumar Mitra

Download or read book Matrix Partial Orders, Shorted Operators and Applications written by Sujit Kumar Mitra. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: The present monograph on matrix partial orders, appearing for the first time, is a unique presentation of many partial orders on matrices that have fascinated mathematicians for their beauty and applied scientists for their wide-ranging application potential. Except for the Lwner order, the partial orders considered are relatively new and came into being in the late 1970s. After a detailed introduction to generalized inverses and decompositions, the three basic partial orders namely, the minus, the sharp and the star and the corresponding one-sided orders are presented using various generalized inverses. The authors then give a unified theory of all these partial orders. This is followed by a study of the Lwner order and a limited treatment of majorization (there is an abundance of literature available on majorization). The authors also study the parallel sums and shorted matrices, the latter being studied at great length. Partial orders of modified matrices are a new addition. Finally, applications are given in statistics and electrical network theory.

Matrix Partial Orders, Shorted Operators and Applications

2010 Mathematics
Download Matrix Partial Orders, Shorted Operators and Applications PDF Online Free

Author :
Release : 2010
Genre : Mathematics
Kind : eBook
Book Rating : 457/5 ( reviews)

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Book Synopsis Matrix Partial Orders, Shorted Operators and Applications by : Sujit Kumar Mitra

Download or read book Matrix Partial Orders, Shorted Operators and Applications written by Sujit Kumar Mitra. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: 1. Introduction. 1.1. Matrix orders. 1.2. Parallel sum and shorted operator. 1.3. A tour through the rest of the monograph -- 2. Matrix decompositions and generalized inverses. 2.1. Introduction. 2.2. Matrix decompositions. 2.3. Generalized inverse of a matrix. 2.4. The group inverse. 2.5. Moore-Penrose inverse. 2.6. Generalized inverses of modified matrices. 2.7. Simultaneous diagonalization. 2.8. Exercises -- 3. The minus order. 3.1. Introduction. 3.2. Space pre-order. 3.3. Minus order - some characterizations. 3.4. Matrices above/below a given matrix under the minus order. 3.5. Subclass of g-inverses A[symbol] of A such that [symbol]A = A[symbol]B and AA[symbol]=BA[symbol] when A

Combinatorial Matrix Theory and Generalized Inverses of Matrices

2013-02-11 Mathematics
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Release : 2013-02-11
Genre : Mathematics
Kind : eBook
Book Rating : 530/5 ( reviews)

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Book Synopsis Combinatorial Matrix Theory and Generalized Inverses of Matrices by : Ravindra B. Bapat

Download or read book Combinatorial Matrix Theory and Generalized Inverses of Matrices written by Ravindra B. Bapat. This book was released on 2013-02-11. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of eighteen articles in the area of `Combinatorial Matrix Theory' and `Generalized Inverses of Matrices'. Original research and expository articles presented in this publication are written by leading Mathematicians and Statisticians working in these areas. The articles contained herein are on the following general topics: `matrices in graph theory', `generalized inverses of matrices', `matrix methods in statistics' and `magic squares'. In the area of matrices and graphs, speci_c topics addressed in this volume include energy of graphs, q-analog, immanants of matrices and graph realization of product of adjacency matrices. Topics in the book from `Matrix Methods in Statistics' are, for example, the analysis of BLUE via eigenvalues of covariance matrix, copulas, error orthogonal model, and orthogonal projectors in the linear regression models. Moore-Penrose inverse of perturbed operators, reverse order law in the case of inde_nite inner product space, approximation numbers, condition numbers, idempotent matrices, semiring of nonnegative matrices, regular matrices over incline and partial order of matrices are the topics addressed under the area of theory of generalized inverses. In addition to the above traditional topics and a report on CMTGIM 2012 as an appendix, we have an article on old magic squares from India.

Matrix Tricks for Linear Statistical Models

2011-08-24 Mathematics
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Release : 2011-08-24
Genre : Mathematics
Kind : eBook
Book Rating : 738/5 ( reviews)

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Book Synopsis Matrix Tricks for Linear Statistical Models by : Simo Puntanen

Download or read book Matrix Tricks for Linear Statistical Models written by Simo Puntanen. This book was released on 2011-08-24. Available in PDF, EPUB and Kindle. Book excerpt: 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. In this book we collect together our Top Twenty favourite matrix tricks for linear statistical models.

Applied Linear Algebra, Probability and Statistics

2023-07-31 Mathematics
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Release : 2023-07-31
Genre : Mathematics
Kind : eBook
Book Rating : 107/5 ( reviews)

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Book Synopsis Applied Linear Algebra, Probability and Statistics by : Ravindra B. Bapat

Download or read book Applied Linear Algebra, Probability and Statistics written by Ravindra B. Bapat. This book was released on 2023-07-31. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on research in linear algebra, statistics, matrices, graphs and their applications. Many chapters in the book feature new findings due to applications of matrix and graph methods. The book also discusses rediscoveries of the subject by using new methods. Dedicated to Prof. Calyampudi Radhakrishna Rao (C.R. Rao) who has completed 100 years of legendary life and continues to inspire us all and Prof. Arbind K. Lal who has sadly departed us too early, it has contributions from collaborators, students, colleagues and admirers of Professors Rao and Lal. With many chapters on generalized inverses, matrix analysis, matrices and graphs, applied probability and statistics, and the history of ancient mathematics, this book offers a diverse array of mathematical results, techniques and applications. The book promises to be especially rewarding for readers with an interest in the focus areas of applied linear algebra, probability and statistics.

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