Using principal component analysis and process behavior charting to answer “Is Secretariat the fastest U.S. racing thoroughbred to date?”

IF 0.6 4区数学 Q4 STATISTICS & PROBABILITY

Sequential Analysis-Design Methods and Applications Pub Date : 2021-01-14 DOI:10.1080/07474946.2021.1847964

Stephen M. Scariano, Jillian E. Parker

引用次数: 0

Abstract

Abstract Statistical evidence is presented to answer the title question using graphical tools from process behavior charting as well as ranking methods based on principal component analysis. These tools provide strong data evidence to answer the question convincingly.

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使用主成分分析和过程行为图表来回答“秘书处是迄今为止最快的美国纯种马吗?”

摘要使用过程行为图中的图形工具以及基于主成分分析的排序方法，提供了统计证据来回答标题问题。这些工具提供了强有力的数据证据，令人信服地回答了这个问题。

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

Sequential Analysis-Design Methods and Applications STATISTICS & PROBABILITY-

CiteScore

1.40

自引率

12.50%

发文量

期刊介绍： The purpose of Sequential Analysis is to contribute to theoretical and applied aspects of sequential methodologies in all areas of statistical science. Published papers highlight the development of new and important sequential approaches. Interdisciplinary articles that emphasize the methodology of practical value to applied researchers and statistical consultants are highly encouraged. Papers that cover contemporary areas of applications including animal abundance, bioequivalence, communication science, computer simulations, data mining, directional data, disease mapping, environmental sampling, genome, imaging, microarrays, networking, parallel processing, pest management, sonar detection, spatial statistics, tracking, and engineering are deemed especially important. Of particular value are expository review articles that critically synthesize broad-based statistical issues. Papers on case-studies are also considered. All papers are refereed.