热点追踪周报：由创新高个股看市场投资热点（第188期）-2025-04-03

• Model Name: 250-Day High Distance Model; Model Construction Idea: This model tracks the distance of the latest closing price from the highest closing price in the past 250 trading days to identify market trends and hot spots[11]; Model Construction Process: The formula used is $ 250 \text{ Day High Distance} = 1 - \frac{Closet}{ts_max(Close, 250)} $ where Closet is the latest closing price and ts_max(Close, 250) is the maximum closing price in the past 250 trading days[11]; Model Evaluation: This model effectively captures market momentum and trend-following strategies[11] - Factor Name: Stable New High Stocks; Factor Construction Idea: This factor selects stocks that have recently hit new highs and exhibit stable price paths, considering analyst attention, relative strength, and trend continuation[24][26]; Factor Construction Process: The selection criteria include: - Analyst Attention: At least 5 buy or hold ratings in the past 3 months - Relative Strength: Top 20% in market performance over the past 250 days - Price Stability: Evaluated using the sum of absolute daily returns over the past 120 days and the smoothness of the price path - New High Continuity: Average 250-day high distance over the past 120 days - Trend Continuation: Average 250-day high distance over the past 5 days[24][26]; Factor Evaluation: This factor captures stocks with strong and stable momentum, potentially leading to higher returns[24][26] Model Backtest Results - 250-Day High Distance Model, Shanghai Composite Index: 4.23%[12] - 250-Day High Distance Model, Shenzhen Component Index: 9.82%[12] - 250-Day High Distance Model, CSI 300 Index: 9.27%[12] - 250-Day High Distance Model, CSI 500 Index: 7.66%[12] - 250-Day High Distance Model, CSI 1000 Index: 6.18%[12] - 250-Day High Distance Model, CSI 2000 Index: 7.34%[12] - 250-Day High Distance Model, ChiNext Index: 19.01%[12] - 250-Day High Distance Model, STAR 50 Index: 9.65%[12] Factor Backtest Results - Stable New High Stocks, Number of Stocks: 40[27] - Stable New High Stocks, Sector with Most Stocks: Cyclical (11 stocks), Financial (10 stocks)[27] - Stable New High Stocks, Top Sectors: Transportation in Cyclical, Banking in Financial[27]