- The report introduces a timing model based on the distance between the short-term moving average (20-day) and the long-term moving average (120-day) of the Wind All A Index. The model identifies market conditions by observing the difference between these two averages. The latest data shows the 20-day moving average at 6633 and the 120-day moving average at 6485, with a difference of 2.28%, indicating a typical consolidation phase[3][7][12] - The mid-term industry allocation model highlights sectors with strong performance trends. It suggests focusing on industries related to computing power (e.g., semiconductor equipment ETF 159516.SZ, communication ETF 515880.SH), cyclical sectors (e.g., oil and gas ETF, energy chemical ETF 159981.SH), and the new energy sector. If a volume contraction signal appears, attention should shift to non-ferrous metals and military industries[3][6][8] - The report evaluates the market's valuation levels using PE and PB metrics. The Wind All A Index PE is positioned near the 90th percentile, indicating a relatively high valuation, while the PB is at the 50th percentile, reflecting a moderate valuation level[8][12] - The timing model suggests maintaining a 50% equity allocation for absolute return products based on the Wind All A Index, considering the current market environment and valuation levels[6][8][12]

Group 1: Core Insights - The "Net Profit Discontinuity Strategy" has achieved an annualized return of 30.04% since 2010, with an annualized excess return of 26.61% over the benchmark [10][11] - The strategy has generated a cumulative absolute return of 10.39% this year, exceeding the benchmark index by 6.45%, and a weekly excess return of 2.61% [10][11] - The strategy focuses on stocks that show significant upward price gaps on the first trading day after earnings announcements, indicating market recognition of earnings surprises [10][11] Group 2: Davis Double-Click Strategy - The "Davis Double-Click Strategy" involves buying stocks with low price-to-earnings (PE) ratios that have growth potential, aiming to sell once growth is realized and PE increases, thus achieving a multiplier effect [4][7] - This strategy has yielded an annualized return of 26.45% during the backtest period from 2010 to 2017, with excess returns exceeding 11% in each of the seven complete years [4][9] - The strategy has produced a cumulative absolute return of 5.16% this year, outperforming the benchmark index by 1.21% [9][11] Group 3: Enhanced CSI 300 Strategy - The Enhanced CSI 300 Strategy is constructed based on investor preferences, categorizing them into GARP, growth, and value types, focusing on stocks with strong profitability and stable growth potential [13][17] - Historical backtesting shows stable excess returns for this strategy, with a cumulative excess return of 7.65% relative to the CSI 300 index this year [17] - The strategy has a weekly excess return of -1.07% and a monthly excess return of -0.67% [17]

Group 1: Davis Double-Click Strategy - The Davis Double-Click strategy involves buying stocks with growth potential at a lower price-to-earnings (PE) ratio, and selling them once growth is realized, benefiting from both earnings per share (EPS) and PE increases, achieving a 26.45% annualized return during the backtest period from 2010 to 2017, exceeding the benchmark by 21.08% [2][5][7] - In 2023, the strategy has achieved a cumulative absolute return of 9.95%, with an excess return of -1.22% compared to the CSI 500 index, and a weekly excess return of -0.78% [7][8] - The strategy has shown stability, with excess returns exceeding 11% in each of the seven complete years during the backtest period [7] Group 2: Net Profit Discontinuity Strategy - The Net Profit Discontinuity strategy focuses on selecting stocks based on fundamental and technical resonance, where "net profit" refers to earnings surprises, and "discontinuity" indicates a significant upward price gap on the first trading day after earnings announcements, reflecting market recognition of earnings reports [8][9] - Since 2010, this strategy has achieved an annualized return of 30.31%, with an annualized excess return of 26.49%, and in 2023, it has recorded a cumulative absolute return of 14.06% and a weekly excess return of 3.65% [9][10] Group 3: Enhanced CSI 300 Strategy - The Enhanced CSI 300 strategy is constructed based on investor preference factors, targeting stocks with low price-to-book (PB) ratios and high return on equity (ROE), as well as those with low PE ratios and reliable growth potential [11][15] - The strategy has shown stable excess returns historically, with a relative excess return of 9.02% compared to the CSI 300 index this year, and a monthly excess return of 0.40% [15][13]

Investment Rating - The industry rating is "Increase" with an expectation of a growth rate exceeding 10% relative to the benchmark index over the next 6 to 12 months [19]. Core Insights - The market has entered a consolidation phase, with the core observation variable being changes in risk appetite. The upcoming end of the Two Sessions may lead to a decrease in risk appetite, compounded by ongoing conflicts in the Middle East and rising oil prices [3][11]. - The Wind All A Index has seen a decline of 2.3% over the past week, with small-cap stocks represented by the CSI 1000 dropping 3.64% and mid-cap stocks by the CSI 500 falling 3.44% [3][9]. - The short-term market environment is characterized by a narrowing distance between the 20-day and 120-day moving averages, indicating a potential continuation of the downward trend [8][10]. Summary by Sections Market Overview - The Wind All A Index is currently in a consolidation phase, with a PE ratio at the 90th percentile, indicating a high valuation level, while the PB ratio is at the 50th percentile, suggesting a moderate valuation level [12][14]. - The market trend line is positioned around 6790 points, with a negative profit effect recently recorded at -0.1% [10][17]. Sector Allocation - The mid-term industry allocation model continues to recommend the technology sector, particularly focusing on commercial aerospace (satellite ETF 563230.SH) for rebound opportunities. The performance trend model highlights the importance of the computing-related industry chain (semiconductor equipment ETF 159516.SZ, communication ETF 515880.SH) and cyclical sectors (oil and gas ETF 159309.SZ, energy and chemicals ETF 159981.SH), as well as agriculture (agriculture ETF 562900.SH) [7][9][11]. - Additionally, a defensive strategy suggests short-term attention on bank ETFs [9][11]. Trading Strategy - The report suggests maintaining a 60% position in absolute return products based on the Wind All A Index, reflecting the current market conditions and valuation metrics [12][19]. - The market is expected to remain in a consolidation phase, with potential adjustments still in play, and a wait for trading volume to drop below 2 trillion is advised for a possible effective rebound [3][11].

Core Insights - The report highlights the performance of the "Net Profit Discontinuity Strategy," which achieved an excess return of 2.14% this week, indicating a strong market response to earnings announcements [1][9]. - The "Davis Double Play Strategy" has shown a cumulative absolute return of 10.12% this year, outperforming the benchmark index by 3.44% since the last adjustment on February 2, 2026 [3][8]. - The "Enhanced CSI 300 Portfolio" has delivered a year-to-date excess return of 9.04%, demonstrating consistent performance against the CSI 300 index [12][16]. Net Profit Discontinuity Strategy - This strategy focuses on stocks that show a significant upward price gap on the first trading day following an earnings announcement, reflecting market approval of the earnings report [9][10]. - Since 2010, the strategy has achieved an annualized return of 30.13%, with an annualized excess return of 26.22% over the benchmark [10][11]. - The current year's cumulative absolute return for this strategy stands at 11.59%, with a slight underperformance of 0.39% against the benchmark index [10][11]. Davis Double Play Strategy - The strategy involves buying stocks with low price-to-earnings (PE) ratios that have strong growth potential, aiming to sell them once their growth is realized and PE ratios increase [3][6]. - Historical backtesting from 2010 to 2017 showed an annualized return of 26.45%, consistently outperforming the benchmark by over 11% each year during that period [8][10]. - The strategy's performance this week indicates an excess return of 0.93% over the CSI 500 index [8][10]. Enhanced CSI 300 Portfolio - This portfolio is constructed based on investor preferences, focusing on GARP (Growth at a Reasonable Price) stocks, which are characterized by strong profitability and stable growth potential [12][16]. - The strategy has shown stable excess returns historically, with a year-to-date excess return of 9.04% relative to the CSI 300 index [12][16]. - The portfolio's performance this week reflects an excess return of 0.43% [12][16].

Investment Rating - The industry investment rating is "Increase" with an expectation of a relative increase of over 10% compared to the benchmark index in the next 6 to 12 months [17]. Core Insights - The market is currently in an upward trend, with the core observation variable being the change in profit effect, which is at 1.91%, indicating a potential for continued market growth [5][8]. - The upcoming Two Sessions (Lianghui) period is expected to drive short-term policy focus, historically associated with stable market performance [5][8]. - The market has shown resilience despite geopolitical tensions in the Middle East, which may suppress risk appetite [5][8]. Summary by Sections Market Overview - The overall market (WIND All A Index) has shown an increase of 2.75% and reached a new high, with small-cap stocks (CSI 1000) rising by 4.34% and mid-cap stocks (CSI 500) by 4.32% [2][7]. - The steel sector has performed particularly well, with an increase of 11.8%, while the media sector has declined by 4.44% [2][7]. Timing System Analysis - The distance between the 20-day and 120-day moving averages is 6.28%, indicating a positive market trend, with the short-term average above the long-term average [2][5]. - The market trend line is positioned around 6812 points, suggesting a favorable environment for continued investment [5][8]. Sector Allocation - The industry trend configuration model suggests waiting for a reversal signal in the real estate chain (Construction Materials ETF code 159745.SZ) during the Two Sessions window, which may present short-term opportunities [6][15]. - The TWO BETA model continues to recommend the technology sector, particularly focusing on commercial aerospace (Satellite ETF code 563230.SH) for rebound opportunities [6][15]. - The performance trend model highlights the importance of focusing on the computing-related industry chain (Semiconductor Equipment ETF code 159516.SZ, Communication ETF code 515880.SH) as well as non-ferrous metals (Industrial Non-ferrous ETF code 560860.SH, Rare Earth ETF code 516150.SH) and chemicals (Chemical ETF code 159870.SZ) [6][15]. Valuation Metrics - The PE ratio of the WIND All A Index is near the 90th percentile, indicating a high valuation level, while the PB ratio is at the 50th percentile, suggesting a moderate valuation level [9][11]. - Based on the short-term trend assessment, an 80% allocation in absolute return products based on the WIND All A Index is recommended [9].

Quantitative Models and Construction Methods 1. Model Name: Timing System Signal - **Model Construction Idea**: The model uses the distance between the short-term and long-term moving averages of the WIND All A Index to determine market trends and timing signals [2][7][13] - **Model Construction Process**: 1. Define the short-term moving average (20-day) and long-term moving average (120-day) of the WIND All A Index 2. Calculate the distance between the two moving averages: $ Distance = \frac{Short\text{-}term\ MA - Long\text{-}term\ MA}{Long\text{-}term\ MA} $ 3. If the absolute value of the distance is greater than 3%, it indicates a significant trend signal [2][7][13] - **Model Evaluation**: The model effectively identifies market trends and provides actionable timing signals [2][7][13] 2. Model Name: Industry Trend Allocation Model - **Model Construction Idea**: This model identifies industry allocation opportunities based on medium-term reversal expectations and performance trends [6][8][15] - **Model Construction Process**: 1. Monitor medium-term reversal signals for specific industries, such as the real estate chain 2. Use performance trend analysis to identify industries with strong growth potential, such as technology, semiconductors, and chemicals 3. Recommend ETF products corresponding to these industries for allocation [6][8][15] - **Model Evaluation**: The model provides clear industry allocation guidance and captures sectoral opportunities effectively [6][8][15] 3. Model Name: Position Management Model - **Model Construction Idea**: This model determines the recommended equity allocation ratio based on valuation levels and market trends [9] - **Model Construction Process**: 1. Assess the PE and PB valuation levels of the WIND All A Index 2. Combine valuation levels with short-term market trends to determine the recommended equity allocation ratio 3. For example, with the current PE at the 90th percentile and PB at the 50th percentile, the model suggests an 80% equity allocation [9] - **Model Evaluation**: The model provides a systematic approach to position management, balancing valuation and trend considerations [9] --- Model Backtesting Results 1. Timing System Signal - Moving average distance: 6.28% (absolute value > 3%) - Market trend line: 6812 points - Profitability effect: 1.91% (significantly > 0) [2][7][13] 2. Industry Trend Allocation Model - Recommended sectors: - Real estate chain (e.g., Building Materials ETF: 159745.SZ) - Technology (e.g., Satellite ETF: 563230.SH) - Semiconductors and communication (e.g., Semiconductor Equipment ETF: 159516.SZ, Communication ETF: 515880.SH) - Metals and chemicals (e.g., Industrial Metals ETF: 560860.SH, Rare Earth ETF: 516150.SH, Chemical ETF: 159870.SZ) [6][8][15] 3. Position Management Model - Recommended equity allocation: 80% [9] --- Quantitative Factors and Construction Methods 1. Factor Name: Profitability Effect - **Factor Construction Idea**: Measures the market's profitability to assess upward momentum [2][7][13] - **Factor Construction Process**: 1. Calculate the profitability effect as a percentage of profitable stocks in the market 2. A positive profitability effect indicates upward momentum [2][7][13] - **Factor Evaluation**: The factor effectively captures market sentiment and momentum [2][7][13] --- Factor Backtesting Results 1. Profitability Effect - Current value: 1.91% (significantly > 0) [2][7][13]

Group 1: Core Insights - The report highlights the "Davis Double-Click Strategy," which involves buying stocks with low price-to-earnings (PE) ratios that have growth potential, and selling them once their growth is realized, achieving a multiplier effect on returns [3][6] - The "Net Profit Discontinuity Strategy" focuses on selecting stocks based on fundamental and technical resonance, specifically targeting stocks that show significant upward price gaps on the first trading day after earnings announcements, indicating market approval of earnings reports [9][10] - The "Enhanced CSI 300 Portfolio" is constructed based on investor preference factors, aiming to identify undervalued stocks with strong profitability and growth potential, achieving stable excess returns historically [12][17] Group 2: Performance Metrics - The Davis Double-Click Strategy achieved an annualized return of 26.45% during the backtest period from 2010 to 2017, with excess returns exceeding 11% in each of the seven complete years [8][10] - The Net Profit Discontinuity Strategy has recorded an annualized return of 30.24% since inception, with a cumulative absolute return of 13.07% this year, although it underperformed the benchmark index by 2.91% [10][11] - The Enhanced CSI 300 Portfolio has shown a relative excess return of 8.65% against the CSI 300 index this year, with a weekly excess return of 1.71% [12][17]

Core Insights - The report highlights three investment strategies: Davis Double Hit Strategy, Net Profit Gap Strategy, and Enhanced CSI 300 Strategy, each demonstrating distinct performance metrics and methodologies [5][11][14]. Davis Double Hit Strategy - The Davis Double Hit Strategy involves buying stocks with low price-to-earnings (PE) ratios that have strong growth potential, aiming to sell them once growth is realized and PE increases, thus achieving a multiplier effect on returns [5][8]. - Historical backtesting from 2010 to 2017 shows an annualized return of 26.45%, exceeding the benchmark by 21.08%, with consistent excess returns over 11% in each of the seven complete years [10]. - As of February 6, 2026, the strategy has achieved a cumulative absolute return of 4.47%, with an excess return of -4.65% compared to the CSI 500 Index [10]. Net Profit Gap Strategy - The Net Profit Gap Strategy combines fundamental and technical analysis, focusing on stocks that exceed earnings expectations, indicated by a significant upward price gap on the first trading day post-earnings announcement [11]. - Since 2010, this strategy has yielded an annualized return of 29.66%, with an annualized excess return of 25.92% [12]. - The strategy's performance for the current year shows a cumulative absolute return of 5.28%, with an excess return of -3.84% against the benchmark [12]. Enhanced CSI 300 Strategy - The Enhanced CSI 300 Strategy is constructed based on investor preference factors, including GARP (Growth at a Reasonable Price), growth, and value investing styles, aiming to identify undervalued stocks with strong profitability [14][18]. - Historical backtesting indicates stable excess returns, with the current year's strategy showing an excess return of 6.28% relative to the CSI 300 Index [18]. - As of February 6, 2026, the strategy has achieved a return of 6.58%, outperforming the benchmark [16].

Group 1: Davis Double-Click Strategy - The Davis Double-Click strategy involves buying stocks with growth potential at lower price-to-earnings (PE) ratios, and selling them once growth is realized, achieving a multiplier effect on returns, referred to as the "double-click" of EPS and PE [2][5] - The strategy achieved an annualized return of 26.45% during the backtest period from 2010 to 2017, exceeding the benchmark by 21.08%, with stable excess returns of over 11% in each of the seven complete years [7][8] - As of January 30, 2026, the strategy has a cumulative absolute return of 8.29%, underperforming the CSI 500 index by 3.83%, but outperforming it by 2.39% in the most recent week [7][8] Group 2: Net Profit Discontinuity Strategy - The Net Profit Discontinuity strategy focuses on stocks that show earnings surprises, where a significant upward price gap occurs on the first trading day after earnings announcements, indicating market approval of the earnings report [8][9] - This strategy has achieved an annualized return of 29.60% since 2010, with an annualized excess return of 25.68% over the benchmark [9][10] - For the current year, the strategy has a cumulative absolute return of 4.48%, underperforming the benchmark by 7.64%, with a weekly excess return of -2.05% [9][10] Group 3: Enhanced CSI 300 Strategy - The Enhanced CSI 300 strategy is constructed based on investor preference factors, including GARP (Growth at a Reasonable Price), growth, and value investing, aiming to identify undervalued stocks with strong profitability and growth potential [11][15] - Historical backtesting shows stable excess returns for this strategy, with a relative excess return of 5.79% against the CSI 300 index for the current year [15] - The strategy has a cumulative absolute return of 7.44% as of January 30, 2026, outperforming the benchmark by 5.79% [13][15]