Akaike Memorial Lecture 2020: Some of the challenges of statistical applications

IF 0.8 4区数学 Q3 STATISTICS & PROBABILITY

Annals of the Institute of Statistical Mathematics Pub Date : 2022-05-25 DOI:10.1007/s10463-022-00831-9

John Copas

引用次数: 0

Abstract

There has always been a close link between statistical applications and the development of new statistical theory and methods. Even straightforward applications of standard methods can give rise to theoretical challenges leading to new statistical ideas. In my lecture, I will briefly review a few of the statistical developments in my own published papers and describe the applications which gave rise to them. I will then outline some current work on publication bias, one of the outstanding problems in the interpretation of literature reviews, particularly in the medical sciences.

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2020年赤池纪念讲座:统计应用的一些挑战

统计应用与新的统计理论和方法的发展之间一直有着密切的联系。即使是标准方法的直接应用也会引起理论挑战，从而产生新的统计思想。在我的讲座中，我将简要回顾我自己发表的论文中的一些统计发展，并描述导致这些发展的应用。然后，我将概述一些关于发表偏倚的当前工作，这是文献综述解释中的一个突出问题，特别是在医学科学中。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Annals of the Institute of Statistical Mathematics 数学-统计学与概率论

CiteScore

2.00

自引率

0.00%

发文量

审稿时长

6-12 weeks

期刊介绍： Annals of the Institute of Statistical Mathematics (AISM) aims to provide a forum for open communication among statisticians, and to contribute to the advancement of statistics as a science to enable humans to handle information in order to cope with uncertainties. It publishes high-quality papers that shed new light on the theoretical, computational and/or methodological aspects of statistical science. Emphasis is placed on (a) development of new methodologies motivated by real data, (b) development of unifying theories, and (c) analysis and improvement of existing methodologies and theories.