{"title":"利用宏观经济指标加强动量交易--一种战略方法","authors":"Mohit Apte","doi":"10.55524/ijircst.2024.12.4.11","DOIUrl":null,"url":null,"abstract":"Traditional momentum trading strategies capitalize on existing market trends but often overlook broader macroeconomic contexts, potentially limiting their effectiveness during periods of economic fluctuation. This paper introduces an enhanced momentum trading strategy that incorporates key economic indicators—GDP, inflation, unemployment rates, and interest rates—to provide a more robust framework capable of adapting to changing economic conditions. By integrating these macroeconomic factors, the strategy aims to improve predictive accuracy and performance stability. Using data from the S&P 600 SmallCap Index, we modified the conventional momentum calculation to include weighted contributions from these indicators, creating a comprehensive 'new momentum' score. Preliminary back testing, comparing this enhanced strategy against traditional methods, shows promising improvements in risk-adjusted returns. This paper not only details the methodology and results of integrating economic indicators into momentum trading but also discusses the implications for risk management and potential areas for future research.","PeriodicalId":218345,"journal":{"name":"International Journal of Innovative Research in Computer Science and Technology","volume":"5 9‐10","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Enhancing Momentum Trading with Macroeconomic Indicators- A Strategic Approach\",\"authors\":\"Mohit Apte\",\"doi\":\"10.55524/ijircst.2024.12.4.11\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Traditional momentum trading strategies capitalize on existing market trends but often overlook broader macroeconomic contexts, potentially limiting their effectiveness during periods of economic fluctuation. This paper introduces an enhanced momentum trading strategy that incorporates key economic indicators—GDP, inflation, unemployment rates, and interest rates—to provide a more robust framework capable of adapting to changing economic conditions. By integrating these macroeconomic factors, the strategy aims to improve predictive accuracy and performance stability. Using data from the S&P 600 SmallCap Index, we modified the conventional momentum calculation to include weighted contributions from these indicators, creating a comprehensive 'new momentum' score. Preliminary back testing, comparing this enhanced strategy against traditional methods, shows promising improvements in risk-adjusted returns. This paper not only details the methodology and results of integrating economic indicators into momentum trading but also discusses the implications for risk management and potential areas for future research.\",\"PeriodicalId\":218345,\"journal\":{\"name\":\"International Journal of Innovative Research in Computer Science and Technology\",\"volume\":\"5 9‐10\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Innovative Research in Computer Science and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55524/ijircst.2024.12.4.11\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Innovative Research in Computer Science and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55524/ijircst.2024.12.4.11","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Enhancing Momentum Trading with Macroeconomic Indicators- A Strategic Approach
Traditional momentum trading strategies capitalize on existing market trends but often overlook broader macroeconomic contexts, potentially limiting their effectiveness during periods of economic fluctuation. This paper introduces an enhanced momentum trading strategy that incorporates key economic indicators—GDP, inflation, unemployment rates, and interest rates—to provide a more robust framework capable of adapting to changing economic conditions. By integrating these macroeconomic factors, the strategy aims to improve predictive accuracy and performance stability. Using data from the S&P 600 SmallCap Index, we modified the conventional momentum calculation to include weighted contributions from these indicators, creating a comprehensive 'new momentum' score. Preliminary back testing, comparing this enhanced strategy against traditional methods, shows promising improvements in risk-adjusted returns. This paper not only details the methodology and results of integrating economic indicators into momentum trading but also discusses the implications for risk management and potential areas for future research.