Matrix algebra useful for statistics:
This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical exampl...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, New Jersey
Wiley
[2017]
|
| Ausgabe: | Second edition |
| Schriftenreihe: | Wiley series in probability and statistics
|
| Schlagworte: | |
| Zusammenfassung: | This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical examples, and exercises, the book has been updated to include the use of SAS, MATLAB, and R for the execution of matrix computations |
| Beschreibung: | xxxi, 480 Seiten Illustrationen, Diagramme 26 cm |
| ISBN: | 9781118935149 |
Internformat
MARC
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| 264 | 4 | |c © 2017 | |
| 300 | |a xxxi, 480 Seiten |b Illustrationen, Diagramme |c 26 cm | ||
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| 505 | 8 | |a Introduction -- Vector spaces, subspaces, and linear transformations -- Matrix notation and terminology -- Determinants -- Operations -- Special matrices -- Eigenvalues and eigenvectors -- Diagonalization of matrices -- Generalized inverses -- Matrix calculus -- Multivariate distributions and quadratic forms -- Matrix algebra of full-rank linear models -- Less-than-full-rank linear models -- Analysis of balanced linear models using direct products of matrices -- Multiresponse models -- SAS/IML -- Use of MATLAB in matrix computations -- Use of R in matrix computations | |
| 520 | 3 | |a This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical examples, and exercises, the book has been updated to include the use of SAS, MATLAB, and R for the execution of matrix computations | |
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Datensatz im Suchindex
| _version_ | 1804177939506397184 |
|---|---|
| any_adam_object | |
| author | Searle, S. R. 1928-2013 Khuri, André I. 1940- |
| author_GND | (DE-588)128417137 (DE-588)172184843 |
| author_facet | Searle, S. R. 1928-2013 Khuri, André I. 1940- |
| author_role | aut aut |
| author_sort | Searle, S. R. 1928-2013 |
| author_variant | s r s sr srs a i k ai aik |
| building | Verbundindex |
| bvnumber | BV044564490 |
| classification_rvk | QH 234 SK 220 |
| contents | Introduction -- Vector spaces, subspaces, and linear transformations -- Matrix notation and terminology -- Determinants -- Operations -- Special matrices -- Eigenvalues and eigenvectors -- Diagonalization of matrices -- Generalized inverses -- Matrix calculus -- Multivariate distributions and quadratic forms -- Matrix algebra of full-rank linear models -- Less-than-full-rank linear models -- Analysis of balanced linear models using direct products of matrices -- Multiresponse models -- SAS/IML -- Use of MATLAB in matrix computations -- Use of R in matrix computations |
| ctrlnum | (OCoLC)1012732456 (DE-599)BVBBV044564490 |
| discipline | Mathematik Wirtschaftswissenschaften |
| edition | Second edition |
| format | Book |
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| id | DE-604.BV044564490 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:56:03Z |
| institution | BVB |
| isbn | 9781118935149 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029963050 |
| oclc_num | 1012732456 |
| open_access_boolean | |
| owner | DE-898 DE-BY-UBR DE-703 |
| owner_facet | DE-898 DE-BY-UBR DE-703 |
| physical | xxxi, 480 Seiten Illustrationen, Diagramme 26 cm |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Wiley |
| record_format | marc |
| series2 | Wiley series in probability and statistics |
| spelling | Searle, S. R. 1928-2013 Verfasser (DE-588)128417137 aut Matrix algebra useful for statistics Shayle R. Searle, André I. Khuri Second edition Hoboken, New Jersey Wiley [2017] © 2017 xxxi, 480 Seiten Illustrationen, Diagramme 26 cm txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and statistics Introduction -- Vector spaces, subspaces, and linear transformations -- Matrix notation and terminology -- Determinants -- Operations -- Special matrices -- Eigenvalues and eigenvectors -- Diagonalization of matrices -- Generalized inverses -- Matrix calculus -- Multivariate distributions and quadratic forms -- Matrix algebra of full-rank linear models -- Less-than-full-rank linear models -- Analysis of balanced linear models using direct products of matrices -- Multiresponse models -- SAS/IML -- Use of MATLAB in matrix computations -- Use of R in matrix computations This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical examples, and exercises, the book has been updated to include the use of SAS, MATLAB, and R for the execution of matrix computations Matrizenalgebra (DE-588)4139347-8 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Matrizenrechnung (DE-588)4126963-9 gnd rswk-swf Matrix Mathematik (DE-588)4037968-1 gnd rswk-swf Matrices Mathematical statistics Matrix Mathematik (DE-588)4037968-1 s Statistik (DE-588)4056995-0 s 1\p DE-604 Matrizenrechnung (DE-588)4126963-9 s 2\p DE-604 Matrizenalgebra (DE-588)4139347-8 s 3\p DE-604 Khuri, André I. 1940- Verfasser (DE-588)172184843 aut 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Searle, S. R. 1928-2013 Khuri, André I. 1940- Matrix algebra useful for statistics Introduction -- Vector spaces, subspaces, and linear transformations -- Matrix notation and terminology -- Determinants -- Operations -- Special matrices -- Eigenvalues and eigenvectors -- Diagonalization of matrices -- Generalized inverses -- Matrix calculus -- Multivariate distributions and quadratic forms -- Matrix algebra of full-rank linear models -- Less-than-full-rank linear models -- Analysis of balanced linear models using direct products of matrices -- Multiresponse models -- SAS/IML -- Use of MATLAB in matrix computations -- Use of R in matrix computations Matrizenalgebra (DE-588)4139347-8 gnd Statistik (DE-588)4056995-0 gnd Matrizenrechnung (DE-588)4126963-9 gnd Matrix Mathematik (DE-588)4037968-1 gnd |
| subject_GND | (DE-588)4139347-8 (DE-588)4056995-0 (DE-588)4126963-9 (DE-588)4037968-1 |
| title | Matrix algebra useful for statistics |
| title_auth | Matrix algebra useful for statistics |
| title_exact_search | Matrix algebra useful for statistics |
| title_full | Matrix algebra useful for statistics Shayle R. Searle, André I. Khuri |
| title_fullStr | Matrix algebra useful for statistics Shayle R. Searle, André I. Khuri |
| title_full_unstemmed | Matrix algebra useful for statistics Shayle R. Searle, André I. Khuri |
| title_short | Matrix algebra useful for statistics |
| title_sort | matrix algebra useful for statistics |
| topic | Matrizenalgebra (DE-588)4139347-8 gnd Statistik (DE-588)4056995-0 gnd Matrizenrechnung (DE-588)4126963-9 gnd Matrix Mathematik (DE-588)4037968-1 gnd |
| topic_facet | Matrizenalgebra Statistik Matrizenrechnung Matrix Mathematik |
| work_keys_str_mv | AT searlesr matrixalgebrausefulforstatistics AT khuriandrei matrixalgebrausefulforstatistics |