波弗特可预测性等级

Mark H. A. Davis
{"title":"波弗特可预测性等级","authors":"Mark H. A. Davis","doi":"10.2139/ssrn.2540868","DOIUrl":null,"url":null,"abstract":"This paper defines a Beaufort Predictability Index, analogous to the Beaufort Wind Force Scale, intended to assist analysts in sizing up statistical prediction problems, specifically in connection with financial risk management but having wider applicability. For background we outline the career of Francis Beaufort and the genesis of his Wind Force Scale. We then describe the various versions of probability that are relevant to prediction, from axiomatic assignment of probability to Knightian Uncertainty, and discuss the case of weather forecasting and attendant statistical methods. Mandelbrot’s ‘Seven States of Randomness’ are also presented in brief outline. On the basis of this background we present a definition of an 11-point Predictability Index. Examples of application are given.","PeriodicalId":183378,"journal":{"name":"SRPN: Wind (Topic)","volume":"2016 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"A Beaufort Scale of Predictability\",\"authors\":\"Mark H. A. Davis\",\"doi\":\"10.2139/ssrn.2540868\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper defines a Beaufort Predictability Index, analogous to the Beaufort Wind Force Scale, intended to assist analysts in sizing up statistical prediction problems, specifically in connection with financial risk management but having wider applicability. For background we outline the career of Francis Beaufort and the genesis of his Wind Force Scale. We then describe the various versions of probability that are relevant to prediction, from axiomatic assignment of probability to Knightian Uncertainty, and discuss the case of weather forecasting and attendant statistical methods. Mandelbrot’s ‘Seven States of Randomness’ are also presented in brief outline. On the basis of this background we present a definition of an 11-point Predictability Index. Examples of application are given.\",\"PeriodicalId\":183378,\"journal\":{\"name\":\"SRPN: Wind (Topic)\",\"volume\":\"2016 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"SRPN: Wind (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.2540868\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"SRPN: Wind (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.2540868","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

本文定义了一个类似于波弗特风力等级的波弗特可预测性指数,旨在帮助分析人员评估统计预测问题,特别是与金融风险管理有关的问题,但具有更广泛的适用性。作为背景,我们概述了弗朗西斯·博福特的职业生涯和他的风力量表的起源。然后,我们描述了与预测相关的概率的各种版本,从概率的公理化分配到奈特不确定性,并讨论了天气预报的情况和随之而来的统计方法。曼德尔布罗的“随机的七种状态”也在简要概述。在此背景下,我们提出了11点可预测性指数的定义。给出了应用实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Beaufort Scale of Predictability
This paper defines a Beaufort Predictability Index, analogous to the Beaufort Wind Force Scale, intended to assist analysts in sizing up statistical prediction problems, specifically in connection with financial risk management but having wider applicability. For background we outline the career of Francis Beaufort and the genesis of his Wind Force Scale. We then describe the various versions of probability that are relevant to prediction, from axiomatic assignment of probability to Knightian Uncertainty, and discuss the case of weather forecasting and attendant statistical methods. Mandelbrot’s ‘Seven States of Randomness’ are also presented in brief outline. On the basis of this background we present a definition of an 11-point Predictability Index. Examples of application are given.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信