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Applied Asymptotics
- Case Studies in Small-Sample Statistics
Af: N. Reid, A. R. Brazzale, A. C. Davison
Engelsk
Bogcover for Applied Asymptotics af N. Reid, A. R. Brazzale, A. C. Davison, 9780521847032
Specifikationer
Sprog:
Engelsk
Sider:
248
ISBN-13:
9780521847032
Indbinding:
Hardback
ISBN-10:
0521847036
Kategori:
Udg. Dato:
31 maj 2007
Størrelse i cm:
26,0 x 18,1 x 1,7
Forlag:
Serie:
Oplagsdato:
31 maj 2007
Forfatter(e):
Genre:

Applied Asymptotics

- Case Studies in Small-Sample Statistics
Af: N. Reid, A. R. Brazzale, A. C. Davison
Engelsk
Hardback 2007
Format:
Hardback
Bog beskrivelse
In fields such as biology, medical sciences, sociology, and economics researchers often face the situation where the number of available observations, or the amount of available information, is sufficiently small that approximations based on the normal distribution may be unreliable. Theoretical work over the last quarter-century has led to new likelihood-based methods that lead to very accurate approximations in finite samples, but this work has had limited impact on statistical practice. This book illustrates by means of realistic examples and case studies how to use the new theory, and investigates how and when it makes a difference to the resulting inference. The treatment is oriented towards practice and comes with code in the R language (available from the web) which enables the methods to be applied in a range of situations of interest to practitioners. The analysis includes some comparisons of higher order likelihood inference with bootstrap or Bayesian methods.
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Specifikationer
Sprog:
Engelsk
Sider:
248
ISBN-13:
9780521847032
Indbinding:
Hardback
ISBN-10:
0521847036
Kategori:
Udg. Dato:
31 maj 2007
Størrelse i cm:
26,0 x 18,1 x 1,7
Forlag:
Serie:
Oplagsdato:
31 maj 2007
Forfatter(e):
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