Written by two top statisticians with experience in teaching matrix methods for applications in statistics, econometrics and related areas, this book provides a comprehensive treatment of the latest techniques in matrix algebra. A well balanced approach to discussing the mathematical theory and appl
Matrix Algebra and Its Applications to Statistics and Econometrics
โ Scribed by C Radhakrishna Rao; M Bhaskara Rao
- Publisher
- World Scientific
- Year
- 1998
- Tongue
- English
- Leaves
- 554
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
This book presents a unified treatment of the mechanics of mixtures of several constituents within the context of continuum mechanics, which takes into account the possibility of chemical reactions and interconversion of the constituents. After an introduction to the basic theory in the first few chapters, the book deals with a detailed exposition of the mechanics of a mixture of a fluid and an elastic solid, that is either isotropic or anisotropic and is capable of undergoing large deformations. Several boundary value and initial-boundary value problems are solved. The status of some special theories like those of Darcy and Biot are discussed. Such a study has relevance to several technologically significant problems in geomechanics, biomechanics, diffusion of contaminants and swelling and absorption of fluids in polymers and polymer composites, to mention a few Vector spaces; unitary and Euclidean spaces; linear transformations and matrices; some characteristics of matrices; factorization of matrices; operations on matrices; projectors and idempotent operators; generalized inverses; majorization; inequalities for Eigenvalues; matrix approximations; optimization problems in statistics and econometrics; quadratic subspaces; inequalities in statistics and econometrics; total least squares and regression
๐ SIMILAR VOLUMES
Written by two top statisticians with experience in teaching matrix methods for applications in statistics, econometrics and related areas, this book provides a comprehensive treatment of the latest techniques in matrix algebra. A well balanced approach to discussing the mathematical theory and appl
The statistical models confronting econometricians are complicated in nature so it is no easy task to apply the procedures recommended by classical statisticians to such models. This book presents the reader with mathematical tools drawn from matrix calculus and zero-one matrices and demonstrates ho
The statistical models confronting econometricians are complicated in nature so it is no easy task to apply the procedures recommended by classical statisticians to such models. This book presents the reader with mathematical tools drawn from matrix calculus and zero-one matrices and demonstrates ho
The statistical models confronting econometricians are complicated in nature so it is no easy task to apply the procedures recommended by classical statisticians to such models. This book presents the reader with mathematical tools drawn from matrix calculus and zero-one matrices and demonstrates ho