首页|基于多因子的A股市场股票量化交易策略研究

基于多因子的A股市场股票量化交易策略研究

扫码查看
本文深入探讨了基于多因子模型的股票选股策略,在沪深股市背景下选取了市值、流动比率、股东权益报酬率、自由现金流量、营收成长率和盈余成长率等关键因子进行建模,通过对2010年1月至2023年12月期间的数据进行详尽的回测分析,不仅验证了各因子的有效性,还成功构建了一个高效的多因子交易策略。该策略在回测期间取得了令人瞩目的年化29。31%的复合收益率,同时夏普比率、最大回撤和盈亏比等指标也表现出色,充分证明了该策略在沪深股市中具有显著的投资价值和实际应用潜力。
Research On A Stock Quantitative Trading Strategy Based On Multi Factors Model
This paper discusses the stock selection strategy based on the multi-factor model,and selects key factors such as market capitalization,current ratio,return on equity,free cash flow,revenue growth rate and earnings growth rate for modeling in the context of the Shanghai and Shenzhen stock markets.Through a detailed backtesting analysis of the data from 2010 to December 2023,we not only verified the effectiveness of each factor,but also successfully constructed an efficient multi-factor trading strategy.The strategy achieved an impressive annualized compound return of 29.31%during the backtesting period,and at the same time,indicators such as Sharpe ratio,maximum drawdown and profit and loss ratio also performed well,fully proving that the strategy has significant investment value and practical application potential in the Shanghai and Shenzhen stock markets.

stockquantitative trademultifactor

薛辉、薛文华、黄缤莹、江林翰、何意成

展开 >

成都加百力科技有限公司,四川 成都 610000

成都市郫都区郫筒一小,四川 成都 611730

成都理工大学,四川 成都 610059

上海东证期货有限公司四川分公司,四川 成都 610200

四川师范大学附属实验学校,四川 成都 610023

展开 >

金融市场 量化交易 多因子

2024

中国科技纵横
中国民营科技促进会

中国科技纵横

影响因子:0.102
ISSN:1671-2064
年,卷(期):2024.(16)