Algorithmic Trading Market: Booming Evolution and Bright Future

July 4, 2021

motek 1This algorithmic article was written by Yutong Li – Analyst at I Know First, Master's candidate at Brandeis University.

Highlights:

  • The global algorithmic trading market has risen tremendously these years, and algorithmic trading has dominated more than 80% of the stock market nowadays
  • Benefits of algorithmic trading today include the elevated speed of execution, reduction in transaction time, lower risk of errors, free of human bias, etc.
  • The total algorithmic trading market is projected to touch $18.8 billion by 2024

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Algorithmic Articles

Aggressive Stocks Amid Coronavirus Market in 2020

November 26, 2020

Executive Summary

The purpose of this report is to present the results of the live forecast performance evaluation for I Know First AI Algorithm, specifically for the Aggressive stocks. The following results were observed when signal and predictability filters were applied to pick the best-performing stocks out of the most predictable ones. The period under evaluation is from 20th December 2019 to 8th November 2020. The corresponding returns distribution of stock filters for the Aggressive stocks are shown below:

Figure 1 : Average Returns Per Time Horizon – Short Term
Figure 2: Average Returns Per Time Horizon - Long Term

Highlights:

  • The highest average return in the longest horizon of time - 3 months: for the Top 20 signals - 12.32%, for the Top 10 signals - 17.16%, for the Top 5 signals - 14.94%.
  • S&P 500 price target implying a 12% rally in 2021.
  • 17,16 % - the highest average return for an investor is the Top 10 Signals with a period of 3 months.

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Algorithmic Performance