Linear algebra and matrix analysis for statistics

Matrices, Vectors, and Their OperationsBasic definitions and notations Matrix addition and scalar-matrix multiplication Matrix multiplication Partitioned matricesThe ""trace"" of a square matrix Some special matricesSystems of Linear EquationsIntroduction Gaussian elimination Gau...

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Detalles Bibliográficos
Autor principal: Banerjee, Sudipto (-)
Autor Corporativo: ProQuest (Firm) (-)
Otros Autores: Roy, Anindya, 1970-
Formato: Libro electrónico
Idioma:Inglés
Publicado: Boca Raton : CRC Press, Taylor & Francis Group [2014]
Edición:1st edition
Colección:Texts in statistical science.
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629703206719
Descripción
Sumario:Matrices, Vectors, and Their OperationsBasic definitions and notations Matrix addition and scalar-matrix multiplication Matrix multiplication Partitioned matricesThe ""trace"" of a square matrix Some special matricesSystems of Linear EquationsIntroduction Gaussian elimination Gauss-Jordan elimination Elementary matrices Homogeneous linear systems The inverse of a matrixMore on Linear EquationsThe LU decompositionCrout's Algorithm LU decomposition with row interchanges The LDU and Cholesky factorizations Inverse of partitioned matrices The LDU decomposition for partitioned matricesThe Sherman-W
Notas:"A Chapman & Hall book."
Descripción Física:1 online resource (578 p.)
Bibliografía:Includes bibliographical references.
ISBN:9780429174131
9781482248241