A possible approach to enhancing popular Japan equity market strategies with an emphasis on machine learning solutions

Abstract

We analyze the impact of advanced machine learning methods on the performance and risk characteristics of popular Japan equity strategies over the last 10 years. We then propose a possible approach to enhancing each strategy through advanced risk control and we analyze the results.