Matrix Tricks for Linear Statistical Models

In teaching linear statistical models to first-year graduate students or to final-year undergraduate students there is no way to proceed smoothly without matrices and related concepts of linear algebra; their use is really essential. Our experience is that making some particular matrix tricks very f...

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Detalles Bibliográficos
Autores principales: Puntanen, Simo, Isotalo, Jarkko, Styan, George PH
Lenguaje:eng
Publicado: Springer 2011
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/978-3-642-10473-2
http://cds.cern.ch/record/1486216
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author Puntanen, Simo
Isotalo, Jarkko
Styan, George PH
author_facet Puntanen, Simo
Isotalo, Jarkko
Styan, George PH
author_sort Puntanen, Simo
collection CERN
description In teaching linear statistical models to first-year graduate students or to final-year undergraduate students there is no way to proceed smoothly without matrices and related concepts of linear algebra; their use is really essential. Our experience is that making some particular matrix tricks very familiar to students can substantially increase their insight into linear statistical models (and also multivariate statistical analysis). In matrix algebra, there are handy, sometimes even very simple "tricks" which simplify and clarify the treatment of a problem - both for the student and
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2011
publisher Springer
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spelling cern-14862162021-04-22T00:18:44Zdoi:10.1007/978-3-642-10473-2http://cds.cern.ch/record/1486216engPuntanen, SimoIsotalo, JarkkoStyan, George PHMatrix Tricks for Linear Statistical ModelsMathematical Physics and MathematicsIn teaching linear statistical models to first-year graduate students or to final-year undergraduate students there is no way to proceed smoothly without matrices and related concepts of linear algebra; their use is really essential. Our experience is that making some particular matrix tricks very familiar to students can substantially increase their insight into linear statistical models (and also multivariate statistical analysis). In matrix algebra, there are handy, sometimes even very simple "tricks" which simplify and clarify the treatment of a problem - both for the student andSpringeroai:cds.cern.ch:14862162011
spellingShingle Mathematical Physics and Mathematics
Puntanen, Simo
Isotalo, Jarkko
Styan, George PH
Matrix Tricks for Linear Statistical Models
title Matrix Tricks for Linear Statistical Models
title_full Matrix Tricks for Linear Statistical Models
title_fullStr Matrix Tricks for Linear Statistical Models
title_full_unstemmed Matrix Tricks for Linear Statistical Models
title_short Matrix Tricks for Linear Statistical Models
title_sort matrix tricks for linear statistical models
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-642-10473-2
http://cds.cern.ch/record/1486216
work_keys_str_mv AT puntanensimo matrixtricksforlinearstatisticalmodels
AT isotalojarkko matrixtricksforlinearstatisticalmodels
AT styangeorgeph matrixtricksforlinearstatisticalmodels

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