The book The Predictors by Thomas A. Bass chronicles the real-life journey of a group of maverick physicists who applied chaos theory to the financial markets.
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While the "PDF" search might lead you to technical manuals or summaries, the real value of the book lies in its narrative of The Prediction Company
The Predictors also explores the challenges of building a successful quantitative trading firm. Bass describes the technical hurdles the founders faced, as well as the personal and professional conflicts that arose as the company grew.