“Monkey versus the Expert”: A Concept for Ongoing Competition between Investment Portfolios

  • Angel Angelov Marchev Jr. professor
Keywords: Investment Portfolios, Expert Forecasting, Efficient Market Hypothesis, Random Portfolio, Sharpe Ratio, Financial Markets, Portfolio Evaluation, Delphi Method

Abstract

Can random selection outperform expert judgment in financial markets? This study revisits this classic question by proposing a structured framework for continuous competition between different types of investment portfolios.

Building on concepts such as the Efficient Market Hypothesis and the well-known Wall Street Journal Dartboard Contest, the paper develops an online system for collecting expert forecasts and constructing aggregated portfolios. The methodology incorporates weighted expert opinions, time-adjusted relevance, and performance-based corrections, alongside a randomly generated portfolio used as a benchmark.

The proposed model enables dynamic portfolio evaluation using both return-based measures and risk-adjusted indicators such as the Sharpe ratio. By combining human expertise with algorithmic aggregation, the approach offers a practical tool for testing market efficiency and improving investment decision-making.

References

Not explicitly provided in the text
Published
2026-04-27
How to Cite
Marchev Jr., A. (2026). “Monkey versus the Expert”: A Concept for Ongoing Competition between Investment Portfolios. Vanguard Scientific Instruments in Management, 2(2), 216-227. Retrieved from https://www.vsim-journal.info/index.php?journal=vsim&page=article&op=view&path[]=664