{"title":"有色金属库存动量及其差异能否预测价格回报?","authors":"Stanley lat-Meng Ko, Chia Chun Lo, Liang Peng","doi":"10.1002/fut.22587","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>This study contributes to nonferrous metal market predictability by introducing dynamic measures, namely storage momentum and momentum difference, as innovative predictors for future contract returns. Our exploration reveals distinct predictability patterns, with compelling evidence in copper, zinc, and nickel, while aluminum displays comparatively lower predictability. Our proposed tailored predictability test accommodates correlated, heteroscedastic, and heavy-tailed residuals, addressing the limitations of conventional tests. Out-of-sample forecasts affirm the sustained predictive performance of storage momentum and momentum difference for copper and nickel, establishing our work as a pioneering contribution to the nuanced landscape of nonferrous metal market predictability.</p>\n </div>","PeriodicalId":15863,"journal":{"name":"Journal of Futures Markets","volume":"45 7","pages":"831-843"},"PeriodicalIF":1.8000,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Can Storage Momentum and Its Difference of a Nonferrous Metal Predict Price Return?\",\"authors\":\"Stanley lat-Meng Ko, Chia Chun Lo, Liang Peng\",\"doi\":\"10.1002/fut.22587\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>This study contributes to nonferrous metal market predictability by introducing dynamic measures, namely storage momentum and momentum difference, as innovative predictors for future contract returns. Our exploration reveals distinct predictability patterns, with compelling evidence in copper, zinc, and nickel, while aluminum displays comparatively lower predictability. Our proposed tailored predictability test accommodates correlated, heteroscedastic, and heavy-tailed residuals, addressing the limitations of conventional tests. Out-of-sample forecasts affirm the sustained predictive performance of storage momentum and momentum difference for copper and nickel, establishing our work as a pioneering contribution to the nuanced landscape of nonferrous metal market predictability.</p>\\n </div>\",\"PeriodicalId\":15863,\"journal\":{\"name\":\"Journal of Futures Markets\",\"volume\":\"45 7\",\"pages\":\"831-843\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-04-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Futures Markets\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/fut.22587\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Futures Markets","FirstCategoryId":"96","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/fut.22587","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Can Storage Momentum and Its Difference of a Nonferrous Metal Predict Price Return?
This study contributes to nonferrous metal market predictability by introducing dynamic measures, namely storage momentum and momentum difference, as innovative predictors for future contract returns. Our exploration reveals distinct predictability patterns, with compelling evidence in copper, zinc, and nickel, while aluminum displays comparatively lower predictability. Our proposed tailored predictability test accommodates correlated, heteroscedastic, and heavy-tailed residuals, addressing the limitations of conventional tests. Out-of-sample forecasts affirm the sustained predictive performance of storage momentum and momentum difference for copper and nickel, establishing our work as a pioneering contribution to the nuanced landscape of nonferrous metal market predictability.
期刊介绍:
The Journal of Futures Markets chronicles the latest developments in financial futures and derivatives. It publishes timely, innovative articles written by leading finance academics and professionals. Coverage ranges from the highly practical to theoretical topics that include futures, derivatives, risk management and control, financial engineering, new financial instruments, hedging strategies, analysis of trading systems, legal, accounting, and regulatory issues, and portfolio optimization. This publication contains the very latest research from the top experts.