{"title":"Diversifying Trends","authors":"Charles Chevalier , Serge Darolles","doi":"10.1016/j.ecosta.2021.09.002","DOIUrl":null,"url":null,"abstract":"<div><div>A new method is proposed for disentangling the systematic components from the idiosyncratic components of risk associated with trend-following strategies. A simple statistical approach combined with standard dimension reduction techniques enables to identify the common trending component of futures market prices. This methodology is applied to a large set of futures, covering all asset classes, to extract a common risk factor, called CoTrend. It is shown that common trends are higher for some cross-asset class pairs than for intra-asset class pairs, such as JPY/USD and Gold. This result is used to create sectors in a portfolio diversification context, especially for trend-following strategies. Additionally, the CoTrend factor helps understand arbitrage-based Hedge Fund strategies, which by essence are decorrelated from standard risk factors.</div></div>","PeriodicalId":54125,"journal":{"name":"Econometrics and Statistics","volume":"33 ","pages":"Pages 56-79"},"PeriodicalIF":2.0000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Econometrics and Statistics","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S245230622100109X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
A new method is proposed for disentangling the systematic components from the idiosyncratic components of risk associated with trend-following strategies. A simple statistical approach combined with standard dimension reduction techniques enables to identify the common trending component of futures market prices. This methodology is applied to a large set of futures, covering all asset classes, to extract a common risk factor, called CoTrend. It is shown that common trends are higher for some cross-asset class pairs than for intra-asset class pairs, such as JPY/USD and Gold. This result is used to create sectors in a portfolio diversification context, especially for trend-following strategies. Additionally, the CoTrend factor helps understand arbitrage-based Hedge Fund strategies, which by essence are decorrelated from standard risk factors.
期刊介绍:
Econometrics and Statistics is the official journal of the networks Computational and Financial Econometrics and Computational and Methodological Statistics. It publishes research papers in all aspects of econometrics and statistics and comprises of the two sections Part A: Econometrics and Part B: Statistics.