Stock Market Forecast: Does the Stock Market Feature Memory?

This article was written by:

Sergey Okun  Sergey Okun – Financial Analyst at I Know First, Ph.D. in Economics.

Alisa IartsevaAlisa Iartseva – Data analyst at I Know First.

Highlights:

  • The stock market has a long-term memory that allows us to make reliable predictions of the future based on previous behaviors and tendencies.
  • The S&P 500 has the highest Hurst exponent compared with the DAX 30, the CAC 40, and the FTSE 100.
  • The Hurst exponent rises with the extension of the step period length which decreases noise in a time series and increases predictability.

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World Indices Forecast: AI Beats the S&P500 by 41.85%

Highlights:

  • The highest average return is 57.52% for the Top 5 Signals on a 1-year time horizon
  • The most impressive out-performance against the S&P 500 index is from the Top 5 signal group in the 1-year horizon with 3.67 times higher return
  • Predictions reach up to 88% hit ratio regardless of macroeconomic conditions
  • Every signal group has hit ratios above 51% for all time horizons
  • I Know First provides an investment strategy for institutional investors that generated a return of 142.57% and exceeded the S&P 500 return by 118.93% for the analyzed period

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