Applied Asymptotics: Case Studies in Small-Sample Statistics: 23 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 23) - Image 1

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Cambridge University Press Applied Asymptotics: Case Studies in Small-Sample Statistics: 23 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 23)

Name: Applied Asymptotics: Case Studies in Small-Sample Statistics: 23 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 23)
Brand: Cambridge University Press
Price: 65.82 GBP
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Worked examples or Exercises; 47 Tables,

Economics

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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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Product Specifications

Brand: Cambridge University Press
Model: Worked examples or Exercises; 47 Tables,
Format: hardcover
ASIN: 0521847036
Category: Books > Subjects > Business, Finance & Law > Economics
Domain: Amazon UK
Release Date: 31 May 2007
Listed Since: 19 February 2007

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Cambridge University Press Applied Asymptotics: Case Studies in Small-Sample Statistics: 23 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 23)

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