Limit search to available items
Book Cover
E-book

Title Applied linear algebra, probability and statistics : a volume in honour of C. R. Rao and Arbind K. Lal / Ravindra B. Bapat, Manjunatha Prasad Karantha, Stephen J. Kirkland, Samir Kumar Neogy, Sukanta Pati, Simo Puntanen, editors
Published Singapore : Springer, 2023

Copies

Description 1 online resource (540 p.)
Series Indian Statistical Institute Series
Indian Statistical Institute series.
Contents Intro -- About Rao and Lal -- Foreword -- Preface -- Acknowledgements -- Contents -- Editors and Contributors -- 1 On Some Matrix Versions of Covariance, Harmonic Mean and Other Inequalities: An Overview -- 1.1 Introduction -- 1.2 Covariance Inequalities -- 1.3 Harmonic Mean Inequalities -- 1.4 General Mean Inequalities -- References -- 2 The Impact of Prof. C. R. Rao's Research Used in Solving Problems in Applied Probability -- 2.1 Professor Rao's Research on Generalized Matrix Inverses -- 2.2 Professor Hunter Is Exposed to Prof. Rao's Research
2.3 Professor Hunter's Applications of Prof. Rao's Research in the Field of Applied Probability -- 2.4 Professor Hunter's Links with Prof. Rao -- 2.5 Final Comments -- References -- 3 Upper Bounds for the Euclidean Distances Between the BLUEs Under the Partitioned Linear Fixed Model and the Corresponding Mixed Model -- 3.1 Introduction -- 3.2 Upper Bounds for the BLUEs -- 3.3 Upper Bounds Related to OLSE -- 3.4 Conclusions -- References -- 4 Nucleolus Computation for Some Structured TU Games via Graph Theory and Linear Algebra -- 4.1 TU Cooperative Game -- 4.2 Nucleolus for the Talmud Game ch4AM
4.3 The Core and Balanced Collection -- 4.4 The Lexicographic Center ch4MPS -- 4.5 Assignment Games ch4NOL -- 4.6 Domination Power Between Married Couple -- 4.6.1 The Kernel/Nucleolus of a Standard Tree Game ch4GM1996 -- 4.6.2 Balanced Connected Games ch4SAD1998 -- 4.6.3 Nucleolus for Cyclic Permutation Games ch4SRT2005,ch4TP1984 -- 4.6.4 Brief Remarks on Some References Included -- References -- 5 From Linear System of Equations to Artificial Intelligence-The Evolution Journey of Computer Tomographic Image Reconstruction Algorithms -- 5.1 Introduction
5.2 From Filtered Back Projection to Iterative Reconstruction Technique to Clinical Necessity -- 5.3 Reconstruction Algorithms as Inverse Problems -- 5.4 Compressed Sensing-Based CT Image Reconstruction Algorithms -- 5.5 Nyquist Sampling Versus Non-uniform Sampling -- 5.6 Current and Future Developments -- 5.7 Conclusion and Open Question -- References -- 6 Shapley Value and Other Axiomatic Extensions to Shapley Value -- 6.1 Shapley Value -- 6.2 Multi-choice Shapley Value (ch6HsiaospsRaghavansps1993sps) -- 6.3 Potential Function and Shapley Value (ch6Hartsps1988sps) -- References
7 An Accelerated Block Randomized Kaczmarz Method -- 7.1 Introduction -- 7.2 Randomized Kaczmarz Method -- 7.3 Block Accelerated RK -- 7.4 Convergence and Error -- 7.5 Applications to Tensor Equations -- 7.5.1 Tensor BARK -- 7.5.2 Tensor BARK in the Fourier Domain -- 7.6 Numerical Examples -- 7.6.1 Comparison Between ARK and BARK -- 7.6.2 T-BARK Performance -- References -- 8 Nullity of Graphs-A Survey and Some New Results -- 8.1 Basic Results on Nullity -- 8.2 Bounds for the Nullity of a Graph -- 8.3 Energy and Nullity -- 8.4 Graphs with Nullity 0 and 1 -- 8.5 Graph Operations Preserving Nullity
Summary 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
Notes 8.6 The Nullity Set of a Family of Graphs
Subject Algebras, Linear.
Probabilities.
Statistics.
probability.
statistics.
Algebras, Linear.
Probabilities.
Statistics.
Genre/Form Festschriften.
Festschriften.
Form Electronic book
Author Rao, C. R., honouree
Lal, Arbind K., honouree
Bapat, R. B.
Karantha, Manjunatha Prasad
Kirkland, Stephen J
Neogy, Samir Kumar
Pati, Sukanta
Puntanen, Simo
ISBN 9789819923106
9819923107