Fundamentals of exploratory analysis of variance

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The analysis of variance is presented as an exploratory component of data analysis, while retaining the customary least squares fitting methods. Balanced data layouts are used to reveal key ideas and techniques for exploration. The approach emphasizes both the individual observations and the separat...

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Detalles Bibliográficos
Autores principales: Hoaglin, David C, Mosteller, Frederick, Tukey, John W
Lenguaje:eng
Publicado: Wiley 2009
Materias:
Mathematical Physics and Mathematics
Acceso en línea:http://cds.cern.ch/record/2066503
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author Hoaglin, David C
Mosteller, Frederick
Tukey, John W
author_facet Hoaglin, David C
Mosteller, Frederick
Tukey, John W
author_sort Hoaglin, David C
collection CERN
description The analysis of variance is presented as an exploratory component of data analysis, while retaining the customary least squares fitting methods. Balanced data layouts are used to reveal key ideas and techniques for exploration. The approach emphasizes both the individual observations and the separate parts that the analysis produces. Most chapters include exercises and the appendices give selected percentage points of the Gaussian, t, F chi-squared and studentized range distributions.
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spelling cern-20665032021-04-21T20:02:53Zhttp://cds.cern.ch/record/2066503engHoaglin, David CMosteller, FrederickTukey, John WFundamentals of exploratory analysis of varianceMathematical Physics and MathematicsThe analysis of variance is presented as an exploratory component of data analysis, while retaining the customary least squares fitting methods. Balanced data layouts are used to reveal key ideas and techniques for exploration. The approach emphasizes both the individual observations and the separate parts that the analysis produces. Most chapters include exercises and the appendices give selected percentage points of the Gaussian, t, F chi-squared and studentized range distributions.Wileyoai:cds.cern.ch:20665032009
spellingShingle Mathematical Physics and Mathematics
Hoaglin, David C
Mosteller, Frederick
Tukey, John W
Fundamentals of exploratory analysis of variance
title Fundamentals of exploratory analysis of variance
title_full Fundamentals of exploratory analysis of variance
title_fullStr Fundamentals of exploratory analysis of variance
title_full_unstemmed Fundamentals of exploratory analysis of variance
title_short Fundamentals of exploratory analysis of variance
title_sort fundamentals of exploratory analysis of variance
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/2066503
work_keys_str_mv AT hoaglindavidc fundamentalsofexploratoryanalysisofvariance
AT mostellerfrederick fundamentalsofexploratoryanalysisofvariance
AT tukeyjohnw fundamentalsofexploratoryanalysisofvariance

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