한국 주식시장에서의 Piotroski의 FSCORE와 Mohanram의 GSCORE를 활용한 패자추종 실시간 포트폴리오 전략의 비교에 관한 연구

A study of Comparing the Loser Following On-line Portfolio Strategy through Piotroski’s FSCORE and Mohanram’s GSCORE
  • 김규형
  • 임창우
  • 정태규

초록

We applied Piotroski’s FSCORE (2000) to select value stocks as portfolio components. We subdivided the value stock portfolio into buying group and selling group, and then we applied various loser following on-line portfolio strategies. In the process, we decided what to buy and what to sell(short selling) on daily basis. We found RMR strategy and OLMAR strategy are the best performers, while CWMR and PAMR strategies are less successful. This may imply that the value stocks have mean reverting or trending properties. For the comparison, we applied Mohanram 's GSCORE to select the growth stocks and followed the same process as we did for the Piotroski’s FSCORE. We found that every loser following on-line portfolio strategy that we applied did not outperform market returns in the final cumulative return. This seems to imply that the random walking property is dominant in the growth stock portfolio.

키워드

Loser following on-line portfolio strategyMachine LearningF SCOREGSCORERMROLMARCWMRPMAR패자추종전략실시간 포트폴리오기계학습FSCOREGSCORERMR(중위수회귀전략)OLMAR(온라인평균회귀전 략)CWMR(확신가중평균회귀전략)PMAR(수동적평균회귀전략)
제목
한국 주식시장에서의 Piotroski의 FSCORE와 Mohanram의 GSCORE를 활용한 패자추종 실시간 포트폴리오 전략의 비교에 관한 연구
제목 (타언어)
A study of Comparing the Loser Following On-line Portfolio Strategy through Piotroski’s FSCORE and Mohanram’s GSCORE
저자
김규형임창우정태규
DOI
10.23007/amr.2018.6.1.53
발행일
2018
저널명
자산운용연구
6
1
페이지
53 ~ 82