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量化择时周报:上行趋势仍在持续,板块如何选择-20260104
ZHONGTAI SECURITIES· 2026-01-04 08:46
- Model Name: Timing System Model; Model Construction Idea: The model uses the distance between the long-term moving average (120 days) and the short-term moving average (20 days) to distinguish the overall market environment[2][6][11] - Model Construction Process: The model calculates the distance between the 20-day moving average and the 120-day moving average. The latest data shows the 20-day moving average at 6298 points and the 120-day moving average at 6090 points. The difference between the two lines is 3.41%, and the absolute value of the distance continues to be greater than 3%, indicating that the market is in an upward trend[2][6][11] - Model Evaluation: The model effectively identifies the market's upward trend, providing a positive signal for market timing[2][6][11] - Model Name: Industry Trend Allocation Model; Model Construction Idea: The model identifies industry trends and allocates based on medium-term reversal expectations and sector performance[2][5][7] - Model Construction Process: The model signals to focus on service consumption sectors such as tourism and media based on medium-term reversal expectations. The TWO BETA model continues to recommend the technology sector, focusing on AI applications and commercial aerospace. The industry trend model shows that the communication, industrial metals, and energy storage sectors continue their upward trend[2][5][7] - Model Evaluation: The model provides clear guidance on sector allocation, helping investors to focus on promising sectors[2][5][7] - Model Name: Position Management Model; Model Construction Idea: The model suggests stock allocation based on valuation indicators and short-term trends[5][7] - Model Construction Process: The model uses the PE and PB ratios of the WIND All A Index. The PE ratio is near the 90th percentile, indicating a relatively high valuation, while the PB ratio is at the 50th percentile, indicating a moderate level. Based on these indicators and short-term trends, the model suggests an 80% stock allocation for absolute return products[5][7] - Model Evaluation: The model provides a balanced approach to stock allocation, considering both valuation and market trends[5][7] Model Backtest Results - Timing System Model, Moving Average Distance: 3.41%[2][6][11] - Timing System Model, Market Trend Line: 6262 points[2][6][11] - Timing System Model, Profit Effect: 2.71%[2][6][11] - Position Management Model, PE Ratio: 90th percentile[5][7] - Position Management Model, PB Ratio: 50th percentile[5][7] - Position Management Model, Stock Allocation: 80%[5][7]
量化择时周报:仍需等待确认信号重回上行趋势-20251026
Tianfeng Securities· 2025-10-26 11:41
Core Viewpoints - The report indicates that the market is currently in a consolidation phase, with a need for confirmation signals to return to an upward trend [2][4][9] - The macroeconomic environment remains uncertain due to ongoing US-China trade tensions and upcoming Federal Reserve meetings, which may suppress market risk appetite [2][4][10] - The overall market (WIND All A Index) experienced a weekly increase of 3.47%, with small-cap stocks (CSI 2000) rising by 3.75% and mid-cap stocks (CSI 500) by 3.46% [10][11] Market Timing System - The distance between the 20-day moving average (MA) and the 120-day MA has narrowed, with the 20-day MA at 6264 points and the closing price at 6320 points, indicating a need for the 5-day MA to rise above the 20-day MA for confirmation [2][11][18] - The current market is characterized by a consolidation pattern, with risk preference being a key observation indicator [2][4][11] Industry Configuration - The industry trend configuration model shows that storage chips and construction machinery are still in an upward trend, while sectors benefiting from policy support include real estate and photovoltaics [3][12][18] - The TWO BETA model continues to recommend the technology sector, focusing on domestic computing power and gaming [3][12][18] Valuation Indicators - The overall PE ratio of the WIND All A Index is around the 85th percentile, while the PB ratio is at the 50th percentile, indicating a moderate valuation level [3][12] - Based on short-term trend assessments, the report suggests maintaining a 60% allocation in absolute return products based on the WIND All A Index [3][12]