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  1. Bog
  2. Matematik
  3. Sandsynlighedsregning og statistik
Components of Variance
Af: P.J. Solomon, D.R. Cox
Engelsk
Bogcover for Components of Variance af P.J. Solomon, D.R. Cox, 9780367395971
Specifikationer
Sprog:
Engelsk
Sider:
184
ISBN-13:
9780367395971
Indbinding:
Paperback
ISBN-10:
0367395975
Kategori:
Udg. Dato:
5 sep 2019
Størrelse i cm:
15,2 x 22,8 x 2,0
Forlag:
Serie:
Oplagsdato:
5 sep 2019
Forfatter(e):
Genre:

Components of Variance

Af: P.J. Solomon, D.R. Cox
Engelsk
Paperback 2019
Format:
Paperback
Bog beskrivelse
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.



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Specifikationer
Sprog:
Engelsk
Sider:
184
ISBN-13:
9780367395971
Indbinding:
Paperback
ISBN-10:
0367395975
Kategori:
Udg. Dato:
5 sep 2019
Størrelse i cm:
15,2 x 22,8 x 2,0
Forlag:
Serie:
Oplagsdato:
5 sep 2019
Forfatter(e):
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