策 略 研 究 太 平 洋 2025 年 09 月 23 日 投资策略 策略日报（2025.09.23）：关注银行板块的配置机会 荡整理>>--2025-09-22 <<长风破浪会有时>>--2025-09-22 <<窄门 3>>--2025-09-23 E-MAIL：zhangdd@tpyzq.com 分析师登记编号：S1190522040001 证券分析师：徐梓铭 E-MAIL：xuzm@tpyzq.com 大类资产跟踪 证 券 股 份 有 限 公 相关研究报告 <<策略日报（2025.09.22）：节前震 证券分析师：张冬冬 利率债全线下跌，利率债长端明显弱于短端，三十年期国债期货加 权今日再创新低，距离年内新低已经很近，预计今年 3 月份的低点附近 的支撑力度较强，做空者可适当止盈。A 股在节前胜率不佳，近期走势量 价不稳，震荡的概率较大，预计国债也将因此获得喘息。 在更长的时间 维度上，我们维持此前判断：此次债市下跌将创下年内新低，目标位在 去年 9 月份政策转向的低点（2024 年 9 月 30 日）附近。大盘突破去年 10 月 8 日高点后，成交量和波动率同步放大上涨，短期未看到结束的迹 象，预 ...

2025/09/23 金融工程指数量化系列—— 高值偏离修复模型（止损版） 证券分析师: 刘晓锋 执业资格证书编码: S1190522090001 证券分析师: 孙弋轩 执业资格证书编码: S1190525080001 P2 目录 请务必阅读正文之后的免责条款部分 守正 出奇 宁静 致远 金融工程 证券研究报告 |深度研究报告 1、基础偏离修复模型回顾 2、止损策略 3、后续展望 4、风险提示 P3 1、基础偏离修复模型回顾 偏离修复策略（多空）： 1、计算单个行业指数相对沪深300收盘价cl。 2、计算cl对应的回撤曲线W。 3、使用迭代法计算cl的有效回撤V，若无法得到V，则直接判定该行业不适合此策略。 4、选取V的最大值的80%作为阈值T（T为正数），当W值大于T时，信号值s为1（看多），当W值 为0时，信号值s为0（平仓），当W为其他值时，信号值s等于前值。 请务必阅读正文之后的免责条款部分 守正 出奇 宁静 致远 P4 1、基础偏离修复模型回顾 图表1：净值 0 0.5 1 1.5 2 2.5 3 3.5 4 农 林 牧 渔 ( 申 万 ) 基 础 化 工 ( 申 万 ) 钢 铁 ( 申 万 ) 有 ...

Investment Rating - The industry rating is optimistic, expecting overall returns to exceed the CSI 300 Index by more than 5% in the next six months [9]. Core Insights - The real estate sector is experiencing a positive market trend, with the Shanghai Composite Index and Shenzhen Composite Index rising by 0.22% and 0.56% respectively on September 22, 2025 [3]. - The real estate index from Shenwan increased by 0.19%, indicating a general upward movement in the sector [3]. - Recent land auctions in Huzhou's Wuxing District have seen significant interest, with two residential plots listed for a total starting price of 870 million yuan [5]. - The People's Bank of China announced measures to reduce mortgage interest rates, potentially saving over 500 million households approximately 300 billion yuan annually [5]. Summary by Sections Market Performance - On September 22, 2025, the equity market saw most sectors rise, with the CSI 300 Index increasing by 0.46% and the CSI 500 by 0.76% [3]. - The top five performing stocks in the real estate sector included Shoukai Co., Zhangjiang Hi-Tech, Huachao City A, Hualian Holdings, and Binjiang Group, with gains ranging from 6.87% to 10.06% [4]. Industry News - Huzhou Wuxing District is set to auction two residential plots with a total area of 117 acres and a total building area of 106,000 square meters, with a starting price of 870 million yuan [5]. - The key plot TH-10-02-06A has a starting price of 692 million yuan, corresponding to a floor price of 7,961 yuan per square meter [5]. Company Announcements - Shanghai Jinmao Investment announced that the bond "22 Jinmao 04" will start paying interest on September 29, 2025, with a total issuance of 2 billion yuan and a coupon rate of 3.60% [6]. - China Communications Construction Company held a board meeting on September 22, 2025, electing Wang Yao as chairman [7].

Group 1 - The report indicates that the A-share market is currently facing short-term fluctuations due to trading structure and risk appetite, but the long-term bull market logic relies on a trend of sustained capital inflow, suggesting that adding positions during pullbacks is a better strategy [1][12] - The A-share market is entering a period of consolidation, with two main factors influencing this judgment: the technology sector, a key driver of the bull market, is experiencing a relatively crowded chip structure, and the marginal weakening of the economic fundamentals makes it difficult for the market style to shift to low-position consumer and cyclical sectors [1][12] Group 2 - The report highlights a decline in market profitability, with the technology sector's chip structure becoming relatively crowded, necessitating a time-for-space approach. Since the market's rise starting June 23, the index has increased by 18.18%, with the TMT sector contributing 42% [2][13] - Current unfavorable factors for the technology sector include: 1) a decrease in market profitability and overall risk appetite, with only 32% of stocks rising this week, marking a low point in this rally; 2) the TMT sector's trading volume has reached 37%, and historically, when this figure exceeds 40%, a pullback typically follows; 3) the ChiNext and STAR 50 indices are showing signs of divergence in volume and price; 4) the "calendar effect" before the National Day indicates a lower probability of index gains, with a 60% chance of decline in the five trading days leading up to the holiday [2][13] Group 3 - Economic data has shown marginal weakening, making it difficult to shift styles to consumer and cyclical sectors. In August, production, investment, consumption, and exports all weakened compared to July. The September LPR remains unchanged, with no intention to cut rates. CPI in August was -0.4% year-on-year, and PPI was -2.9%, indicating a narrowing decline [3][14] - The report suggests that the long-term bull market is not yet over, with indicators such as equity risk premium (ERP), the rate of economic securitization, and the ongoing increase in deposits at non-bank financial institutions indicating significant upside potential for A-shares [3][14] Group 4 - The report anticipates that the narrative of a soft landing and re-inflation in the U.S. economy will return in the fourth quarter. Despite recent trade tensions and disappointing non-farm payroll reports, employment data is expected to be revised upward, and the economy is showing signs of steady growth, with the second quarter GDP growth revised to 3.3% [4][27] - The report notes that core inflation remains sticky, with indicators showing a potential for re-inflation in the fourth quarter. The housing market is expected to contribute to inflationary pressures as mortgage rates decline and loan application activity rises [4][27] Group 5 - Compared to the U.S., the Eurozone faces greater fiscal challenges, which may lead to a rebound in the dollar index and make U.S. stocks the best choice among major asset classes. The Eurozone's economic data has been weaker than that of the U.S., and the euro's significant appreciation has reduced export competitiveness [6][44] - The report indicates that speculative long positions in the euro have reached historically high levels, while short positions remain low, suggesting that there is still considerable room for adjustment in the trading structure [6][44]

Investment Rating - The industry rating is optimistic, expecting overall returns to exceed the CSI 300 Index by more than 5% in the next six months [52]. Core Insights - Continuous iteration of AI models both domestically and internationally is observed, with World Labs' 3D generation model Marble showing significant performance improvements over its predecessor, which is expected to empower fields like gaming and film production [7][46]. - The upcoming National Day film season is anticipated to drive high box office revenues, with 14 films already scheduled for release, including sequels to popular films, which are expected to enhance the attention on related companies [5][7]. Summary by Sections Industry Ratings - The film sector is rated positively [3]. AI Developments - World Labs has released the 3D generation model Marble, which can create persistent and controllable 3D worlds from a single image or text prompt, showing improvements in geometric structure, style diversity, and world size compared to previous models [3][45]. - Alibaba has open-sourced its first deep research agent model, Tongyi DeepResearch, achieving state-of-the-art results in multiple benchmark tests, which enhances various Alibaba applications [4][46]. Film Industry - As of September 20, 2025, 14 films have been scheduled for the National Day release, with a cumulative "want to watch" count of 1.126 million, indicating strong audience interest [5]. - The total box office for domestic films in 2025 has reached 40.9 billion yuan, with a single-day box office of 250 million yuan on September 19 [24]. Gaming Sector - The gaming market in China generated actual sales revenue of 29.08 billion yuan in July 2025, reflecting a year-on-year growth of 4.62% [17]. - The top three mobile games in the iOS best-seller list as of September 20, 2025, are "Delta Action," "Honor of Kings," and "Crossfire: Gunfight King" [17]. Marketing and Advertising - The outdoor advertising expenditure in the first half of 2025 reached 120.6 billion yuan, marking a year-on-year increase of 6% [38].

Group 1: Macro Asset Tracking - The bond market experienced a day of volatility with long-term bonds declining more than short-term ones, indicating a bearish trend for bonds while the A-share market remains bullish [1][16] - The A-share market showed a slight decline with a trading volume of 2.35 trillion, suggesting a potential short-term adjustment phase despite the overall bullish trend [2][20] - The current equity risk premium (ERP) for the A-share market is at 4.02%, significantly lower than historical lows, indicating potential for further declines in the ERP [2][20] Group 2: A-Share Market Insights - The A-share market's total market value to GDP ratio stands at 0.75, indicating a significant distance from historical peaks, suggesting room for growth [2][20] - The ratio of household deposits to A-share market value is currently at 1.7, indicating that the process of capital moving into the stock market may still be ongoing [2][20] - Technical indicators suggest that the A-share market still has upward potential, and a strategy of buying on dips is recommended [2][20] Group 3: US Market Overview - The US stock market indices reached new highs, with the Nasdaq up 0.94%, indicating a continuation of bullish sentiment [3][23] - The Federal Reserve's recent interest rate cut of 25 basis points and stable economic growth provide a supportive backdrop for risk assets [3][23] - The labor market shows signs of slowing, but the overall economic fundamentals remain strong, supporting further upward movement in the market [3][23] Group 4: Currency Market Analysis - The onshore RMB against the USD reported at 7.1123, showing an increase, while the dollar weakened due to disappointing non-farm payroll data [4][30] - The technical outlook for the offshore RMB is bullish, suggesting a potential strategy of going long on RMB assets rather than shorting the dollar [4][30] Group 5: Commodity Market Trends - The Wenhua Commodity Index fell by 0.12%, with coal and new energy sectors leading gains, while polyester and oil sectors lagged [6][34] - The commodity market is advised to maintain a bullish outlook, focusing on long positions while managing risks [6][34]

Quantitative Models and Construction Methods 1. Model Name: Industry Crowding Monitoring Model - **Model Construction Idea**: This model is designed to monitor the crowding levels of Shenwan First-Level Industry Indices on a daily basis, identifying industries with high or low crowding levels to provide actionable insights for investors[3] - **Model Construction Process**: The model calculates the crowding levels of various industries based on specific metrics (not detailed in the report) and tracks daily changes. For example, on the previous trading day, the crowding levels of "Electric Power Equipment" and "Electronics" were high, while "Food & Beverage," "Beauty Care," and "Petrochemical" had lower crowding levels. Significant changes in crowding levels were observed in "Retail" and "Coal"[3] - **Model Evaluation**: The model provides a useful tool for identifying industry crowding trends and potential investment opportunities or risks[3] 2. Model Name: Premium Rate Z-Score Model - **Model Construction Idea**: This model identifies potential arbitrage opportunities in ETF products by calculating the Z-score of premium rates over a rolling window[4] - **Model Construction Process**: The Z-score is calculated based on the rolling premium rates of ETF products. The model flags ETFs with significant deviations from their historical averages, indicating potential arbitrage opportunities or risks of price corrections[4] - **Model Evaluation**: The model is effective in screening ETFs for arbitrage opportunities while also highlighting potential risks of price pullbacks[4] --- Backtesting Results of Models 1. Industry Crowding Monitoring Model - No specific numerical backtesting results were provided for this model in the report 2. Premium Rate Z-Score Model - No specific numerical backtesting results were provided for this model in the report

Quantitative Models and Construction Methods 1. Model Name: Industry Crowdedness Monitoring Model - **Model Construction Idea**: This model is designed to monitor the crowdedness levels of Shenwan First-Level Industry Indices on a daily basis, identifying industries with high or low crowdedness levels to provide insights for potential investment opportunities[3] - **Model Construction Process**: The model calculates the crowdedness levels of various industries based on daily data. It identifies industries with significant changes in crowdedness levels and tracks the inflow and outflow of major funds in these industries. For example, on the previous trading day, industries such as non-ferrous metals, electrical equipment, and electronics had high crowdedness levels, while food and beverage, as well as beauty care, exhibited lower levels[3] - **Model Evaluation**: The model provides a useful tool for identifying industry trends and fund flow dynamics, which can help investors make informed decisions[3] 2. Model Name: Premium Rate Z-Score Model - **Model Construction Idea**: This model is used to screen ETF products with potential arbitrage opportunities by calculating the Z-score of their premium rates over a rolling window[4] - **Model Construction Process**: The model involves the following steps: 1. Calculate the premium rate of an ETF product as the percentage difference between its market price and its net asset value (NAV) 2. Compute the Z-score of the premium rate over a rolling window to identify deviations from the mean 3. Highlight ETF products with significant Z-scores as potential arbitrage opportunities while also flagging the risk of price corrections[4] - **Model Evaluation**: The model effectively identifies ETFs with potential mispricing, offering opportunities for arbitrage while cautioning about associated risks[4] --- Backtesting Results of Models 1. Industry Crowdedness Monitoring Model - **Key Observations**: - Non-ferrous metals, electrical equipment, and electronics had the highest crowdedness levels on the previous trading day[3] - Food and beverage, as well as beauty care, exhibited the lowest crowdedness levels[3] - Significant changes in crowdedness were observed in the automotive and light industry sectors[3] 2. Premium Rate Z-Score Model - **Key Observations**: - The model flagged ETF products with significant Z-scores as potential arbitrage opportunities[4] - Specific ETFs and their associated signals were not detailed in the report[4] --- Quantitative Factors and Construction Methods No specific quantitative factors were explicitly mentioned in the report. The focus was primarily on the construction and application of the two models described above. --- Backtesting Results of Factors No explicit backtesting results for individual factors were provided in the report. The analysis was centered on the models and their outputs.

Group 1: Macro Asset Tracking - The bond market showed a low opening and high closing trend, with a slight increase. The expectation is that the bond market will hit a new low for the year, targeting the low point around September 30, 2024, when the policy shifted last year [1][11] - The A-share market is maintaining a bullish trend, with a significant increase in trading volume and volatility after breaking the high point from October 8 last year. The outlook suggests that the stock market will continue to outperform the bond market [1][11] - The overall market is experiencing a V-shaped reversal, with the ChiNext index leading the gains among the three major indices. The total trading volume reached 2.36 trillion, with over 3,500 stocks rising, indicating a strong market consolidation at high levels [2][14] Group 2: A-Share Market Insights - The current Equity Risk Premium (ERP) for the A-share market is at 4.02%, which is significantly lower than historical lows observed in 2008, 2015, and 2021, indicating potential for further declines [2][14] - The ratio of total A-share market capitalization to GDP is currently at 0.75, which is 77% and 43% lower than the historical peaks in January 2008 and June 2015, respectively, suggesting room for growth in market capitalization relative to the economy [2][14] - The ratio of household deposits to A-share market capitalization is at 1.7, indicating that the process of reallocating household funds into the stock market may still be ongoing [2][14] Group 3: U.S. Market Overview - The U.S. stock market saw all three major indices rise, with the Nasdaq increasing by 0.94%, the Dow Jones by 0.11%, and the S&P 500 by 0.47%. The weak employment data has set the stage for a rate cut in September, although the market's pricing of a 50 basis point cut may be overly optimistic [3][17] - The U.S. economy remains robust, with second-quarter GDP growth revised upward, supporting a stable employment market. The labor market's slowdown provides a basis for the Federal Reserve's dovish stance [3][17] Group 4: Currency Market Analysis - The onshore RMB against the USD was reported at 7.1151, down 83 basis points from the previous close. The weak non-farm data has led to a decline in the dollar, while the offshore RMB has returned to an upward trend [4][23] - The recommendation is to short the dollar with a stop loss at the 99 level, while also suggesting that investing in A-shares, Hong Kong stocks, or precious metals like gold and silver may be better options compared to shorting the dollar [4][23] Group 5: Commodity Market Trends - The Wenhua Commodity Index rose by 0.66%, with coal and construction materials leading the gains, while corn and live pig sectors lagged. The index is supported at the intersection of the 60-day and half-year moving averages [5][26] - Despite the potential for a breakdown below support levels, the strong stock market and weak bond market combination suggests a bullish outlook for commodities, with a focus on long positions while managing risk [5][26] Group 6: Important Policies and News - The Ministry of Commerce and nine other departments released measures to expand service consumption, proposing 19 initiatives to stimulate consumer activity [6][29] - The People's Bank of China emphasized the need for global financial governance reform in response to new challenges in the financial stability framework [6][29] - Guangdong province is promoting AI integration in the toy industry, exploring new market opportunities through the combination of AI, toys, and robotics [6][29]

2025 年 09 月 15 日 行业深度研究 看好/维持 医药 医药 行业企稳向好，回暖曙光已现 走势比较 | 化学制药 | 无评级 | | --- | --- | | 中药生产 | 无评级 | | 生物医药Ⅱ | 中性 | | 其 他 医 药 医 | 中性 | | 疗 | | 相关研究报告 <<板块缩量高位震荡，关注创新药 BD 新 进 展 （ 附 原 料 药 中 报 总 结 ） (2025.09.08-2025.09.14)>>-- 2025-09-15 <<太平洋医药日报（20250912）： Ionis 在研 ASO 疗法 ION582 获突破 性疗法认定>>--2025-09-14 <<祥生医疗：业绩符合预期，创新管 线稳步推进 >>--2025-09-13 证券分析师：周豫 电话： E-MAIL：zhouyua@tpyzq.com 分析师登记编号：S1190523060002 证券分析师：张崴 电话： E-MAIL：zhangwei@tpyzq.com 分析师登记编号：S1190524060001 报告摘要 收入保持稳定增长，利润同比快速提升。2025 年上半年，CXO 板块实 现营业收入 47 ...