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
Clasificación:Libro Electrónico
Autor principal: Banerjee, Sudipto
Otros Autores: Roy, Anindya
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken : CRC Press, 2014.
Colección:Chapman & Hall/CRC Texts in Statistical Science.
Temas:
Algebras, Linear.
Matrices.
Mathematical statistics.
Algèbre linéaire.
MATHEMATICS > Algebra > Intermediate.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
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
Descripción Física:1 online resource (578 pages)
ISBN:9781482248241
1482248247

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