Few Sample Materials to Demonstrate the Serious Importance of Quantitative Analysis across Different Fields affecting Our Lives

  1. Taleb, Nassim Nicholas and Goldstein, Daniel G., The Problem is Beyond Psychology: The Real World is More Random than Regression Analyses (October 10, 2011). International Journal of Forecasting, Forthcoming, Available at SSRN:
    LINK
  2. Raphael Douady and Nassim Taleb : Mathematical Foundation of Fragility/Anti-Fragility
    LINK
  3. Mani, Pankaj , Simpson’s Paradox: Relativity in Statistics/ Quant Data Analysis : Serious Conceptual Foundational Implications for Real-Life Decision-Making including in Investing, Trading and Risk Management : Godel Incompleteness (November, 2024, Wilmott Magazine)
  4. López de Prado, Marcos and López de Prado, Marcos, Causal Factor Investing: Can Factor Investing Become Scientific? (December 2, 2022). Available at SSRN:
    LINK 1 or LINK 2
  5. Mani, Pankaj : Unifying the Extremes : Randomness, Determinism, Causality : Black Swan and Tail Risk Hedging
    LINK 1 or LINK 2
  6. Mani, Pankaj: Quantitative Dynamics of Value and Happiness in Mind : Relativistic Prospect Theory : Deep Relevance for All. (May,2025, Wilmott Magazine)
  7. Mani, Pankaj, Randomness in Statistics, Quant, Data & Factors: Fooled by One’s Own Mind: Scientific Approach (January 17, 2025). Available at SSRN:
    LINK 1 or LINK 2
  8. Mani, Pankaj, Scientific Approach : Causal Factor Investing : Causal Adjusted Randomized Factor Investing (December 7, 2023). Available at SSRN:
    LINK 1 or LINK 2
  9. Ardila, Diego and Forrò, Zalàn and Sornette, Didier, The Acceleration Effect and Gamma Factor in Asset Pricing (August 19, 2015). Swiss Finance Institute Research Paper No. 15-30, Available at SSRN:
    LINK 1 or LINK 2
  10. Why Quant is Complementary to Traditional Fundamental Style of Stock Market Investment
    LINK
  11. Quantitative Analysis for Medical/healthcare
    LINK
  12. Your Hedge Fund Made How Much? What to Make of Universa’s Eye-Popping Results
    LINK
  13. World’s leading Quant Hedge Fund AQR
    LINK
  14. Quantitative Analysis for Social Sciences Analysis
    LINK
  15. World’s most successful Quant Fund By Jim Simons
    LINK
  16. Quantitative Analysis for Covid Modelling
    LINK
  17. Data Analysis /Quantitative Analysis/ Artificial Intelligence(in Medical Sciences)
    LINK 1, LINK 2, LINK 3
  18. Quantitative Analysis for Public Administration and Govt.Policy
    LINK
  19. Lamare, J. Ryan and Budd, John W., The Relative Importance of Industrial Relations Ideas in Politics: A Quantitative Analysis of Political Party Manifestos across 54 Countries (April 28, 2021). Available at SSRN:
    LINK 1 or LINK 2

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