Alternative Data in Alpha Generation
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alternative-data alpha signals
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Evaluating the signal content and decay characteristics of various alternative data sources.
Alternative data has become an increasingly important input to investment processes. This research systematically evaluates signal quality across data types.
We examine satellite imagery, credit card data, web traffic, and social media sentiment as potential alpha sources.
Key considerations include signal decay, crowding effects, and integration with traditional fundamental analysis.