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Components of Variance

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  • Engels
  • Hardcover
  • 9781584883548
  • 30 juli 2002
  • 184 pagina's
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Samenvatting

The components of variance is a notion useful to statisticians and quantitative research scientists working in a variety of fields, including the biological, genetic, health, industrial, and psychological sciences. This book focuses on developing the models that form the basis for analyses as well as on the statistical techniques themselves.



Identifying the sources and measuring the impact of haphazard variations are important in any number of research applications, from clinical trials and genetics to industrial design and psychometric testing. Only in very simple situations can such variations be represented effectively by independent, identically distributed random variables or by random sampling from a hypothetical infinite population.

Components of Variance illuminates the complexities of the subject, setting forth its principles with focus on both the development of models for detailed analyses and the statistical techniques themselves. The authors first consider balanced and unbalanced situations, then move to the treatment of non-normal data, beginning with the Poisson and binomial models and followed by extensions to survival data and more general situations. In the final chapter, they discuss ways of extending and assessing various models, including the study of exceedances, the use of nonlinear representations, the study of transformations of the response variable, and the detailed examination of the distributional form of the underlying random variables.

Careful signposting and numerous examples from genetic data analysis, clinical trial design, longitudinal data analysis, industrial design, and meta-analysis make this book accessible - and valuable - not only to statisticians but to all applied research scientists who use statistical methods.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
30 juli 2002
Aantal pagina's
184
Illustraties
Nee

Betrokkenen

Hoofdauteur
D.R. Cox
Tweede Auteur
P.J. Solomon
Co Auteur
Patty Solomon
Hoofduitgeverij
Chapman & Hall/Crc

Overige kenmerken

Editie
illustrated edition
Extra groot lettertype
Nee
Product breedte
152 mm
Product lengte
229 mm
Studieboek
Ja
Verpakking breedte
152 mm
Verpakking hoogte
229 mm
Verpakking lengte
229 mm
Verpakkingsgewicht
500 g

EAN

EAN
9781584883548

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