Asset management, Behavioral finance, Risk management, Trading, Trend following

On model risk in quantitative trading

  • Quantitative strategies have become increasingly popular in trading and investing
  • The experience with using them has been mixed, largely as a result of three categories of problems
  • Still, quantitative approach is well worth exploring and offers important advantages to their users

Over the past few years, the use of quantitative strategies has become increasingly popular in trading and investment management. According to JPMorgan, passive and quantitative investors now account for 60% of equity assets under management (vs. 30% ten years ago) and only about 10% of trading volumes originate from fundamental discretionary traders.[1] Appealing new buzzwords like, robo-advising, artificial intelligence and machine learning stoked the imagination of many investors and boosted the quantitative trading gold rush. Continue reading

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