Linear Algebra and Linear Models

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The main purpose of Linear Algebra and Linear Models is to provide a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing. The necessary prerequisites in matrices, multivariate normal distribution and distributions of quadratic forms are developed alon...

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Detalles Bibliográficos
Autor principal: Bapat, RB
Lenguaje:eng
Publicado: Springer 2012
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/978-1-4471-2739-0
http://cds.cern.ch/record/1488038
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author Bapat, RB
author_facet Bapat, RB
author_sort Bapat, RB
collection CERN
description The main purpose of Linear Algebra and Linear Models is to provide a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing. The necessary prerequisites in matrices, multivariate normal distribution and distributions of quadratic forms are developed along the way. The book is aimed at advanced undergraduate and first-year graduate masters students taking courses in linear algebra, linear models, multivariate analysis, and design of experiments. It should also be of use to research mathematicians and statisticians as a source of standard results and
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2012
publisher Springer
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spelling cern-14880382021-04-22T00:12:14Zdoi:10.1007/978-1-4471-2739-0http://cds.cern.ch/record/1488038engBapat, RBLinear Algebra and Linear ModelsMathematical Physics and MathematicsThe main purpose of Linear Algebra and Linear Models is to provide a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing. The necessary prerequisites in matrices, multivariate normal distribution and distributions of quadratic forms are developed along the way. The book is aimed at advanced undergraduate and first-year graduate masters students taking courses in linear algebra, linear models, multivariate analysis, and design of experiments. It should also be of use to research mathematicians and statisticians as a source of standard results andSpringeroai:cds.cern.ch:14880382012
spellingShingle Mathematical Physics and Mathematics
Bapat, RB
Linear Algebra and Linear Models
title Linear Algebra and Linear Models
title_full Linear Algebra and Linear Models
title_fullStr Linear Algebra and Linear Models
title_full_unstemmed Linear Algebra and Linear Models
title_short Linear Algebra and Linear Models
title_sort linear algebra and linear models
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-1-4471-2739-0
http://cds.cern.ch/record/1488038
work_keys_str_mv AT bapatrb linearalgebraandlinearmodels

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