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Quantitative portfolio management book offers statistical arbitrage insights, Kirk Borne notes

Reported by Tradersunion
Apr 18, 2026· 2 min read
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Key Takeaways
  • • Kirk Borne promoted the release of *Quantitative Portfolio Management: The Art and Science of Statistical Arbitrage*, a new book focused on quantitative investment strategies and statistical arbitrage methodologies for institutional and sophisticated investors.
  • • The book provides practical instruction on sourcing financial data, identifying patterns in historical asset returns, generating and combining multiple forecasts, and implementing risk management frameworks within a quantitative trading context.
  • • Borne's endorsement reflects his broader body of work in quantitative finance, including previous resources on mathematical trading formulas and game theory applications to market analysis (specifically analyzing 72 million Polymarket trades).
  • • The publication addresses core technical competencies required for algorithmic and systematic portfolio management, positioning itself as a comprehensive guide to the quantitative trading process from data sourcing through execution.
Summary
Kirk Borne has highlighted the release of *Quantitative Portfolio Management: The Art and Science of Statistical Arbitrage*, a new book designed for investors and traders seeking deep expertise in quantitative portfolio construction and statistical arbitrage strategies. The book provides structured instruction across the full quantitative trading workflow, beginning with financial data sourcing and progressing through pattern recognition in historical asset returns, multi-forecast generation and synthesis, risk management protocols, and systematic portfolio optimization.

The publication aligns with Borne's established track record in quantitative finance education and research. He has previously authored resources focused on mathematical formulas applicable to profitable trading across market conditions, and has published analytical work examining game theory applications to real-world trading data—including a detailed study of 72 million Polymarket trades. This new book represents a continued commitment to translating quantitative theory into practical portfolio management frameworks.

For institutional investors and alternative investment professionals, the book's emphasis on data sourcing methodology, historical pattern analysis, and multi-model forecasting aggregation addresses fundamental operational requirements in systematic portfolio management. The inclusion of risk management frameworks alongside statistical arbitrage techniques positions the material as relevant to both traditional hedge funds and quantitative trading operations seeking to enhance or validate their analytical infrastructure.

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Sources

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AlphaMaven summarised this story from the reporting below. Each link opens the original article.

Tradersunion Quantitative portfolio management book offers statistical arbitrage insights, Kirk Borne notes