Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-A new study on Machine Learning is now available. According to news reporting out of Pescara, Italy, by NewsRx editors , research stated, "This research explores the use of machine learning to predic t alpha in constructing portfolios, leveraging a broad array of environmental, s ocial, and governance (ESG) factors within the S&P 500 index."Financial support for this research came from Universit degli Studi G. D'Annunzi o Chieti Pescara. Our news journalists obtained a quote from the research from D'Annunzio Universi ty, "Existing literature bases analyses on synthetic indicators, this work propo ses an analytical deep dive based on a dataset containing the sub-indicators tha t give rise to the aforementioned synthetic indices. Since such dimensionality o f variables requires specific processing, we deemed it necessary to use a machin e learning algorithm, allowing us to study, with strong specificity, two types o f relationships: the interaction between individual ESG variables and their effe ct on corporate performance.The results clearly show that ESG factors have a sig nificant relationship with company performance."
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