Applied Asymptotics 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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A. R. Brazzale 作者

Cambridge University Press

译者

2007-5 出版日期

248 页数

717.00元价格

Hardcover

Cambridge Series in Statistical and Probabilistic Mathematics 丛书系列

9780521847032 图书编码

Applied Asymptotics 在线电子书图书标签: 2016

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发表于2024-11-26

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Applied Asymptotics 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Applied Asymptotics 在线电子书图书描述

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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