从微观出发的五维行业轮动月度跟踪-20251103

• The "Five-Dimensional Industry Rotation Model" is constructed based on Dongwu Securities' multi-factor stock selection system, categorizing micro factors into five major types: volatility, fundamentals, trading volume, sentiment, and momentum. The model leverages style indicators to classify stocks within industries, creating intra-industry dispersion and traction indicators, which are synthesized into five types of industry factors. These factors form the foundation of the five-dimensional industry rotation model[8][3][13] - The model's performance was backtested from January 1, 2015, to October 31, 2025. For six-group long-short hedging within Shenwan Level-1 industries, the annualized return was 21.41%, annualized volatility was 10.83%, IR was 1.98, monthly win rate was 72.58%, and the maximum historical drawdown was 13.30%. For long positions hedging against the market's equal-weighted industry portfolio, the annualized return was 10.50%, annualized volatility was 6.56%, IR was 1.60, monthly win rate was 70.16%, and the maximum historical drawdown was 9.36%[3][13][17] - The model's October 2025 performance showed that the long portfolio achieved a return of 2.00%, with an excess return relative to the benchmark of 2.12%. The highest scoring group was the long portfolio, while the lowest scoring group was the short portfolio[3][18][19] - The performance metrics for individual factors within the model during the backtesting period (2015/01/01-2025/10/31) are as follows: - Volatility Factor: Annualized return 10.64%, volatility 10.38%, IR 1.02, win rate 59.69%, maximum drawdown 14.81%, IC -0.08, ICIR -1.36, RankIC -0.06, RankICIR -1.01 - Fundamentals Factor: Annualized return 7.31%, volatility 12.10%, IR 0.60, win rate 56.59%, maximum drawdown 26.32%, IC 0.15, ICIR 3.25, RankIC 0.04, RankICIR 0.72 - Trading Volume Factor: Annualized return 8.20%, volatility 11.74%, IR 0.70, win rate 59.69%, maximum drawdown 18.40%, IC -0.06, ICIR -0.99, RankIC -0.07, RankICIR -0.95 - Sentiment Factor: Annualized return 7.93%, volatility 12.78%, IR 0.62, win rate 64.34%, maximum drawdown 14.79%, IC 0.03, ICIR 0.51, RankIC 0.03, RankICIR 0.49 - Momentum Factor: Annualized return 11.26%, volatility 10.56%, IR 1.07, win rate 60.16%, maximum drawdown 13.52%, IC 0.02, ICIR 0.40, RankIC 0.05, RankICIR 0.74 - Composite Factor: Annualized return 21.41%, volatility 10.83%, IR 1.98, win rate 72.58%, maximum drawdown 13.30%, IC -0.03, ICIR -0.63, RankIC -0.10, RankICIR -1.59[17][19][13] - The November 2025 latest holdings of the five-dimensional industry rotation model are categorized by factor: - Volatility: Pharmaceutical & Biological, Utilities, Transportation, Banking, Coal - Fundamentals: Agriculture, Food & Beverage, Social Services, Media, Non-Banking Finance - Trading Volume: Food & Beverage, Retail, Social Services, Banking, Environmental Protection - Sentiment: Basic Chemicals, Non-ferrous Metals, Pharmaceutical & Biological, Electrical Equipment, Machinery - Momentum: Agriculture, Basic Chemicals, Electronics, Home Appliances, Light Manufacturing[22][21][3]