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Fama and Kenneth R

3 Pith papers cite this work. Polarity classification is still indexing.

3 Pith papers citing it

years

2026 3

verdicts

UNVERDICTED 3

representative citing papers

Signal or Noise in Multi-Agent LLM-based Stock Recommendations?

q-fin.PM · 2026-04-19 · unverdicted · novelty 6.0

A multi-agent LLM equity system produces statistically significant outperformance on S&P 500 stocks, with strong-buy portfolios returning +2.18% monthly versus +1.15% for the equal-weight benchmark over 19 months.

Spurious Predictability in Financial Machine Learning

q-fin.ST · 2026-04-16 · unverdicted · novelty 6.0

Adaptive specification search in financial machine learning produces statistically significant backtests even when no predictability exists, and a new audit using synthetic null environments plus an absolute magnitude gap can detect and quantify such spurious results.

citing papers explorer

Showing 3 of 3 citing papers.

  • Inference on Linear Regressions with Two-Way Unobserved Heterogeneity econ.EM · 2026-05-07 · unverdicted · none · ref 62

    A Neyman-orthogonal moment estimator with adjusted nonparametric fixed effects achieves root-NT asymptotic normality for common parameters in two-way heterogeneous panel models.

  • Signal or Noise in Multi-Agent LLM-based Stock Recommendations? q-fin.PM · 2026-04-19 · unverdicted · none · ref 3

    A multi-agent LLM equity system produces statistically significant outperformance on S&P 500 stocks, with strong-buy portfolios returning +2.18% monthly versus +1.15% for the equal-weight benchmark over 19 months.

  • Spurious Predictability in Financial Machine Learning q-fin.ST · 2026-04-16 · unverdicted · none · ref 11

    Adaptive specification search in financial machine learning produces statistically significant backtests even when no predictability exists, and a new audit using synthetic null environments plus an absolute magnitude gap can detect and quantify such spurious results.