2026年度策略 | 量化策略：关注通胀改善上行趋势

Timing Outlook - The overall A-share market is expected to continue a slow bull recovery in 2026 from a macro perspective of credit inflation, observing valuation, risk premium, and sentiment from a micro perspective [3][42] - The current risk premium is in a balanced area, with the ChiNext index's style valuation at a relative historical median level [42] - The proportion of stocks above the 200-day moving average reflects market heat, currently in a balanced area [42] - The latest thematic allocation focuses on energy and high-dividend sectors using convolutional neural networks to model price and volume data [3][39] Style and Industry Allocation Outlook - The macroeconomic environment is expected to improve, with small-cap growth styles performing significantly better, particularly in sectors like social services, beauty care, power equipment, pharmaceutical biology, and electronics [4][12] - Industries with relatively low valuations and high expected earnings growth for 2026 include agriculture, social services, home appliances, food and beverage, automotive, and non-ferrous metals [4][50] - The inflow of northbound funds is concentrated in sectors such as electronics, power equipment, non-ferrous metals, machinery, and communications [4][55] - The best allocation period for small-cap growth is February, with a focus on technology in February and May, and consumer sectors in April and year-end [4][61] 2025 Market Review - The A-share market showed strong performance in 2025, with the ChiNext index rising by 36.4% year-to-date as of November 21 [7] - The small-cap growth style, represented by the CSI 1000 and small-cap growth indices, performed well, with increases of 6.7% and 4.5% respectively in the first half of the year [12] - The non-ferrous metals sector led the industry gains, with an increase of 65.7% year-to-date [15] 2026 Macro Environment Outlook - The macroeconomic environment is expected to improve, with inflation trends likely to rise, particularly as PPI shows signs of recovery after three years of low fluctuations [44][47] - Historical PPI recovery phases indicate that small-cap and growth sectors tend to outperform during these periods [47] Valuation and Earnings Expectations - The current valuation levels indicate that the ChiNext index and other indices still have cost-effectiveness for allocation, particularly in consumption and cyclical sectors [50][52] - Key industries to focus on for long-term investment opportunities include agriculture, social services, home appliances, food and beverage, automotive, and non-ferrous metals, based on relative valuation and expected earnings growth for 2026 [50][54]