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二季度港股定价权有何变化
Core Insights - Since the second quarter, southbound capital has continued to flow into Hong Kong stocks, with a cumulative net inflow of HKD 292.5 billion in Q2, leading to a historical high in the market value share of southbound holdings in Hong Kong stocks [3][6] - The proportion of Hong Kong Stock Connect holdings increased from 19.0% at the end of Q1 to 20.7% at the end of Q2, while the foreign capital share decreased from 62.8% to 60.4% [3][6] - From a stock perspective, foreign capital still dominates most sub-sectors in Hong Kong stocks, but with the inflow of southbound capital, the marginal pricing power of southbound investors is significantly increasing in sectors such as consumer services, household products, automotive, commercial services, durable consumption, biopharmaceuticals, medical device services, energy, and banking [3][6] Industry Analysis - The report highlights that the southbound capital's marginal pricing power is notably rising in various sectors, including consumer services, household products, automotive, commercial services, durable consumption, biopharmaceuticals, medical device services, energy, and banking [3][6][13] - The data indicates that foreign capital still holds a dominant position in most sub-sectors of Hong Kong stocks, but the increasing southbound capital is changing the dynamics of pricing power in these industries [3][6][12]
中信期货晨报:市场情绪偏暖,商品多数上涨-20250627
Zhong Xin Qi Huo· 2025-06-27 03:21
1. Report Industry Investment Rating - No relevant information provided in the report. 2. Core Viewpoints of the Report - The domestic economy maintains a stable pattern, with domestic assets presenting mainly structural opportunities. The policy - driven logic will be strengthened in the second half of the year. Overseas geopolitical risks may intensify short - term market fluctuations and disrupt risk preferences. In the long run, the weak US dollar pattern continues. Attention should be paid to non - US dollar assets and strategic allocation of resources such as gold [7]. 3. Summary by Relevant Catalogs 3.1 Macro Highlights - **Overseas Macro**: In June, the Fed kept the federal funds rate target range unchanged at 4.25% - 4.50%, with a more cautious outlook on下半年 rate cuts. US economic data in May was weak, and the economic recovery is limited by geopolitical risks and trade uncertainties. Rising oil prices may prompt the Fed to send hawkish signals [7]. - **Domestic Macro**: The Lujiazui Financial Forum announced multiple financial support policies, strengthening policy expectations for the second half of the year. In May, fixed - asset investment expanded, manufacturing investment grew rapidly, and the service industry accelerated. Industrial and consumer data also showed positive growth [7]. - **Asset Views**: Domestic assets offer structural opportunities, driven by policies in the second half of the year. Overseas geopolitical risks may cause short - term market fluctuations, while the long - term weak US dollar pattern persists. Attention should be paid to non - US dollar assets and strategic allocation of gold [7]. 3.2 Viewpoint Highlights 3.2.1 Financial Sector - **Stock Index Futures**: Funds are releasing congestion, and the market is expected to fluctuate. Key points to watch include end - of - day stock stampedes and deterioration of US dollar liquidity [8]. - **Stock Index Options**: Sellers should wait for the inflection point of declining volatility, and the market is expected to fluctuate. The continuous deterioration of option liquidity is a concern [8]. - **Treasury Bond Futures**: The bullish sentiment in the bond market has declined, and the market is expected to fluctuate. Attention should be paid to unexpected changes in tariffs, supply, and monetary easing [8]. 3.2.2 Precious Metals - **Gold/Silver**: Due to better - than - expected progress in Sino - US negotiations, precious metals will continue to adjust in the short term. Key points include Trump's tariff policy and the Fed's monetary policy, and the market is expected to fluctuate [8]. 3.2.3 Shipping - **Container Shipping to Europe**: Attention should be paid to the game between peak - season expectations and price - increase implementation. The market is expected to fluctuate, and key points include tariff policies and shipping companies' pricing strategies [8]. 3.2.4 Black Building Materials - **Steel Products**: The macro sentiment has improved, but contradictions are accumulating. The market is expected to fluctuate, and key points include the progress of special bond issuance, steel exports, and molten iron production [8]. - **Iron Ore**: Molten iron production has slightly increased, and prices are fluctuating. Key points include overseas mine production and shipping, domestic molten iron production, weather, port ore inventory, and policy dynamics [8]. - **Coke**: Pessimistic sentiment has faded, and prices are stable. Key points include steel mill production, coking costs, and macro sentiment [8]. - **Coking Coal**: Transaction volume has improved, but confidence is still insufficient. Key points include steel mill production, coal mine safety inspections, and macro sentiment [8]. - **Silicon Iron**: Cost expectations have improved, and the market performance is strong. Key points include raw material costs and steel procurement [8]. - **Manganese Silicon**: Cost disturbances have emerged again, and the market performance is strong. Key points include cost prices and overseas quotes [8]. - **Glass**: Supply disturbances have affected sentiment, and production and sales have weakened. The key point is spot production and sales [8]. - **Soda Ash**: Intermediate inventory has decreased, and the market is under pressure. The key point is soda ash inventory, and the market is expected to decline with fluctuations [8]. 3.2.5 Non - ferrous Metals and New Materials - **Copper**: The US dollar index is weak, and copper prices are at a high level. Key points include supply disturbances, unexpected domestic policies, less - than - expected dovishness of the Fed, and less - than - expected recovery of domestic demand [8]. - **Alumina**: The number of warehouse receipts is low, and the alumina market has risen. Key points include unexpected delays in ore resumption, excessive electrolytic aluminum resumption, and extreme sector trends [8]. - **Aluminum**: Low inventory and high premiums have pushed up aluminum prices. Key points include macro risks, supply disturbances, and less - than - expected demand [8]. - **Zinc**: The supply - demand surplus pattern remains unchanged, and attention should be paid to short - selling opportunities. Key points include macro - turning risks and unexpected recovery of zinc ore supply. The market is expected to decline with fluctuations [8]. - **Lead**: Cost support has strengthened again, and the downside of lead prices is limited. Key points include supply - side disturbances and slowdown in battery exports [8]. - **Nickel**: Supply and demand are under pressure, and nickel prices are expected to be weak in the short term. Key points include unexpected macro and geopolitical changes, Indonesian policy risks, and insufficient supply release [8]. - **Stainless Steel**: Nickel - iron prices continue to decline, and the market is expected to fluctuate. Key points include Indonesian policy risks and unexpected demand growth [8]. - **Tin**: Spot transactions are dull, and tin prices are fluctuating. Key points include expectations of Wa State's resumption of production and demand improvement [8]. - **Industrial Silicon**: Supply is continuously increasing, and silicon prices are under pressure. Key points include unexpected supply cuts and unexpected photovoltaic installations [8]. - **Lithium Carbonate**: Warehouse receipts have significantly decreased, and price fluctuations should be watched out for. Key points include less - than - expected demand, supply disturbances, and new technological breakthroughs [8]. 3.2.6 Energy and Chemicals - **Crude Oil**: US inventory pressure has eased, and short - term geopolitical disturbances should be watched. The market is expected to decline with fluctuations. Key points include OPEC+ production policies and Middle East geopolitical situations [10]. - **LPG**: Geopolitical tensions have eased, and the market is weakly fluctuating. Key points include cost developments of crude oil and overseas propane [10]. - **Asphalt**: The expectation of increased production is strong, and asphalt prices are expected to follow crude oil down. The market is expected to decline with fluctuations, and the key point is unexpected demand [10]. - **High - Sulfur Fuel Oil**: Israel has resumed gas field production, and fuel oil prices may continue to be under pressure. The market is expected to decline with fluctuations, and key points include crude oil and natural gas prices [10]. - **Low - Sulfur Fuel Oil**: Low - sulfur fuel oil prices are expected to follow crude oil down. The market is expected to decline with fluctuations, and key points include crude oil and natural gas prices [10]. - **Methanol**: Tensions between Iran and Israel have eased, and the market is fluctuating. Key points include macro - energy and upstream - downstream device dynamics [10]. - **Urea**: Exports are used to balance domestic supply - demand differences, and the market may be slightly stronger in the short term. The market is expected to rise with fluctuations. Key points include market transactions, policy trends, and demand fulfillment [10]. - **Ethylene Glycol**: Rising ethylene prices have boosted ethylene derivatives, and the market is expected to fluctuate and adjust. The key point is ethylene glycol terminal demand [10]. - **PX**: Supply is tight, and geopolitical developments should be watched. The market is expected to fluctuate. Key points include crude oil fluctuations and downstream device abnormalities [10]. - **PTA**: Supply - demand has weakened marginally, but the current situation is okay and costs are strong. The market is expected to fluctuate. The key point is polyester production [10]. - **Short - Fiber**: The short - fiber industry is healthy, and spot processing fees have slightly increased. The market is expected to rise with fluctuations. The key point is terminal textile and clothing exports [10]. - **Bottle Chips**: The market follows raw materials, and the industry is waiting for production cuts. The market is expected to fluctuate. The key point is future bottle - chip start - up [10]. - **PP**: Crude oil prices have fallen, and the market is fluctuating. Key points include crude oil prices and domestic and overseas macro - situations [10]. - **Plastic**: Geopolitical premiums have declined, and the market is fluctuating. Key points include crude oil prices and domestic and overseas macro - situations [10]. - **Styrene**: Geopolitical tensions have cooled down, and the market is expected to decline. The market is expected to decline with fluctuations. Key points include crude oil prices, macro - policies, and device dynamics [10]. - **PVC**: With low valuation and weak supply - demand, the market is fluctuating. Key points include expectations, costs, and supply [10]. - **Caustic Soda**: Dynamic costs have increased, and the market is temporarily fluctuating. Key points include market sentiment, start - up, and demand [10]. - **Oils and Fats**: The sustainability of the rebound should be watched, and the weather in US soybean - producing areas is good. The market is expected to fluctuate. Key points include South American soybean harvest, US soybean planting, and Malaysian palm oil production and demand data [10]. - **Protein Meal**: The expectation of soybean meal imports has hit the market, and the support at the bottom should be watched. The market is expected to fluctuate. Key points include US soybean area and weather, domestic demand, macro - situation, and Sino - US and Sino - Canadian trade wars [10]. - **Corn/Starch**: The market is fluctuating, and spot prices are still firm. Key points include less - than - expected demand, macro - situation, and weather [10]. - **Pigs**: Upstream price - holding sentiment is strong, and demand is in the off - season. The market is expected to fluctuate. Key points include breeding sentiment, epidemics, and policies [10]. 3.2.7 Agriculture - **Rubber**: A warm macro - environment has driven up rubber prices. The market is expected to fluctuate. Key points include production - area weather, raw material prices, and macro - changes [10]. - **Synthetic Rubber**: The market's follow - up increase is limited. The key point is significant crude oil price fluctuations [10]. - **Pulp**: The weak trend remains unchanged. The market is expected to decline with fluctuations. Key points include macro - economic changes and fluctuations in US - dollar - denominated quotes [10]. - **Cotton**: Cotton prices continue to rebound with increased positions. The market is expected to fluctuate. Key points include demand and output [10]. - **Sugar**: The domestic and international markets are differentiated, and the domestic market is rebounding with fluctuations. The key point is abnormal weather [10]. - **Logs**: There are no obvious fundamental contradictions, and the market is expected to fluctuate in the short term. Key points include shipment volume and dispatch volume [10].
提振消费再出政策利好!大消费反攻,消费龙头ETF午后翻红!布局时机已至?
Sou Hu Cai Jing· 2025-06-25 06:46
Group 1 - The core viewpoint of the news highlights a strong rebound in the consumer sector, particularly through the Consumer Leader ETF (516130), which saw a price increase of 0.81% [1] - The leading stocks in various consumer segments, such as machinery, retail, and consumer services, experienced significant gains, with Stone Technology and Chongqing Department Store both rising over 5% [1] - The People's Bank of China and six other departments issued guidelines to support and expand consumption, proposing 19 key measures to enhance consumer capacity and optimize the consumption environment [1][3] Group 2 - There is an increasing focus on consumption from higher authorities, with favorable policies emerging to boost the consumer sector, indicating a potential trend in the market [3] - The Consumer Leader ETF's underlying index has a price-to-earnings ratio of 17.26, which is at a low point compared to the past decade, suggesting a favorable long-term investment opportunity [3] - Analysts predict that consumption will be a significant driver of economic growth in 2025, with ongoing policy support expected to create new dynamics and scenarios in the consumer market [3]
中证500可选消费指数报3777.31点,前十大权重包含麦格米特等
Jin Rong Jie· 2025-06-17 08:13
Group 1 - The CSI 500 Consumer Discretionary Index has experienced a decline of 5.34% over the past month, 11.66% over the past three months, and 3.10% year-to-date [2][3] - The index is composed of various sectors categorized into 11 primary industries, 35 secondary industries, and over 90 tertiary industries, providing a comprehensive analysis tool for investors [2] - The top ten weighted stocks in the CSI 500 Consumer Discretionary Index include Sichuan Changhong (6.98%), Ninebot (6.47%), Wanfeng Aowei (4.58%), and others [2] Group 2 - The market capitalization distribution of the CSI 500 Consumer Discretionary Index shows that the Shanghai Stock Exchange accounts for 62.26% and the Shenzhen Stock Exchange accounts for 37.74% [2] - The industry composition of the index includes Passenger Cars and Parts (35.25%), Durable Consumer Goods (33.93%), Textiles, Apparel, and Jewelry (11.01%), Retail (10.46%), and Consumer Services (9.35%) [3] - The index samples are adjusted biannually, with adjustments occurring on the next trading day after the second Friday of June and December [3]
预警!高位板块崩塌,聪明钱正涌向这些洼地
Sou Hu Cai Jing· 2025-06-17 04:34
Market Overview - A-shares and Hong Kong stocks exhibited a narrow fluctuation pattern, with major indices showing muted performance [1] - A-share market saw the Shanghai Composite Index slightly down by 0.19% to 3382.14 points, while the Shenzhen Component remained flat and the ChiNext Index fell by 0.14% [1] - Hong Kong's Hang Seng Index dipped by 0.13% to 24028.83 points, with the Hang Seng Tech Index and the China Enterprises Index also experiencing slight declines [1] Industry Performance - A-shares displayed a clear rotation in technology themes, driven by a significant overnight surge of over 283% in brain-computer interface concepts in the US market [2] - The stablecoin concept remained active due to expectations of major policy announcements in Hong Kong, while the solid-state battery sector gained traction ahead of an industry forum [2] - In contrast, the healthcare sector in Hong Kong faced pressure, with some pharmaceutical companies experiencing volatility due to new drug development progress [2] - The durable goods and consumer services sectors also showed weakness, while the industrial sector saw strength, particularly among leading optical technology firms [2] Driving Factors - The structural market dynamics in A-shares are influenced by three main factors: external market sentiment, policy and event catalysts, and capital rotation strategies [2] - The healthcare sector's adjustments in Hong Kong are linked to individual company events and market sentiment fluctuations, while the industrial sector benefits from domestic growth-supporting policies [2] Future Outlook - The macro environment and policy direction remain critical, with steady growth in industrial output and consumption providing fundamental support for the market [3] - The People's Bank of China has conducted two reverse repurchase operations this month, injecting a net of 200 billion yuan into the market, indicating a generally ample liquidity environment [3] - Short-term market trends may continue to exhibit oscillatory dynamics, with high-position themes in A-shares facing increased volatility and the healthcare sector in Hong Kong under valuation pressure [3] - Key areas for mid-term investment focus include AI computing power, solid-state batteries, and commercial aerospace, as these sectors are viewed as priorities for institutional investment [3] - The evolution of core market contradictions, such as the timing of Federal Reserve policy shifts and developments in the domestic real estate market, will significantly influence mid-term market direction [3]
商社行业周报:继续推荐高中教育,关注新消费超跌机会
Investment Rating - The report maintains an "Overweight" rating for the education sector and highlights potential opportunities in the new consumption market [1]. Core Insights - The report emphasizes the importance of high school education reform and recommends specific companies such as Tianli International Holdings and Xueda Education, while also suggesting attention to Kevin Education [5]. - It identifies key trends in AI and consumption, recommending companies like Connet Optical, Small Commodity City, and Core International [5]. - The report notes a strong performance in the retail sector during the 618 sales event, with significant growth in categories like apparel and beauty products [5]. - The report highlights the increasing trend of family-oriented travel during the Dragon Boat Festival, with nearly 90% of the top 50 scenic spots being family-friendly [5][6]. Industry Updates - The social service industry saw a 2.5% year-on-year increase in cross-regional personnel flow during the Dragon Boat Festival, with a total of 65.37 million people traveling [5]. - E-commerce platforms like Alibaba and JD.com reported over 30% growth in apparel and beauty categories during the 618 sales event [5]. - The report mentions the opening of the 100th store under the "Fat Donglai" model by Yonghui Supermarket, indicating a significant expansion in the retail sector [5]. Company Announcements - Three Gorges Tourism Group appointed a new general manager on June 3, 2025 [5]. - Guangzhou Restaurant announced a share buyback of 500,000 shares, representing 0.088% of its total share capital [5]. - China Youth Travel Service transferred 17.37% of its shares to its parent company, Everbright Group, without compensation [5].
年内超九成港股基金飘红 四家公募机构解析投资逻辑
Zheng Quan Ri Bao· 2025-06-06 16:43
Core Viewpoint - The Hong Kong stock market has shown strong performance in 2023, with significant growth in various sectors, particularly in new consumption, innovative pharmaceuticals, and new energy vehicles, leading to a positive outlook for investment opportunities [1][4]. Group 1: Market Performance - As of June 6, 2023, among 544 Hong Kong stock funds, the highest net asset value growth rate exceeded 85%, with over 90% of these funds showing positive growth [1][2]. - In 36 thematic categories, 33 industry indices have risen, with durable consumer goods, consumer services, and pharmaceutical biotechnology indices each increasing by over 40% [2]. - The total scale of Hong Kong stock funds has increased from approximately 330 billion to 340 billion yuan this year [2]. Group 2: Sector Analysis - The new consumption sector is recovering rapidly, with companies showing strong performance, supported by both short-term policy catalysts and long-term growth logic [3]. - The innovative pharmaceutical sector is expected to continue its upward trend, with significant growth potential in the "outbound" market for innovative drugs [4][5]. - High-dividend assets are seen as attractive, with stable cash flow and strong fundamentals expected to perform well in the current market environment [5]. Group 3: Investment Opportunities - Fund managers highlight the potential in AI applications and smart driving as key investment opportunities within the new economy sectors [1][4]. - The "technology + consumption" growth stocks are favored by both domestic and foreign investors, with significant interest in new consumption areas such as trendy beverages and innovative products [4]. - The pharmaceutical sector, particularly in niches like electrophysiology and endoscopy, is identified as having substantial growth potential due to low penetration rates and opportunities for domestic companies to expand internationally [5].
33家中概股回归港股总市值占比超七成 香港成避险首选地
Jin Rong Jie· 2025-06-06 03:34
Core Viewpoint - The recent tightening of U.S. regulatory policies and escalating geopolitical tensions have reignited discussions about the return of Chinese concept stocks (Chinext stocks) to Hong Kong, with the Hong Kong government implementing measures to solidify its position as the preferred destination for these listings [1][7]. Group 1: Market Trends - Since the reform of the listing system in 2018, 33 Chinese concept companies have chosen to list in Hong Kong, accounting for over 70% of the total market capitalization of all Chinese concept stocks [3][4]. - The trend shows that large-cap leading companies are often the first to initiate the return process, with 12 companies having a market capitalization exceeding 1 trillion HKD [4][5]. - As of June 5, 2023, 73% of the top quartile of Chinese concept stocks have achieved a dual listing, with 45% completing a primary dual listing and 26% achieving a secondary listing in Hong Kong [5]. Group 2: Industry Distribution - Chinese concept stocks are primarily concentrated in three sectors: new consumption, technology, and mid-to-high-end manufacturing, with retail accounting for 54% of the new consumption sector [6]. - The valuation discount previously faced by Chinese concept stocks in the Hong Kong market has been gradually alleviated due to increased market activity since last year [6]. Group 3: Government Initiatives - The Hong Kong government is committed to making the region the preferred destination for the return of Chinese concept stocks, with proactive measures being taken by the Securities and Futures Commission and the Hong Kong Stock Exchange [7][8]. - Hong Kong's financial market is characterized by its dual attributes of global capital allocation and local market familiarity, making it an attractive option for Chinese companies looking to return [8]. Group 4: Advantages of Returning to Hong Kong - The flexibility and inclusiveness of Hong Kong's regulatory environment provide significant advantages for Chinese concept stocks, including the ability to retain VIE structures and tax incentives [8]. - Hong Kong serves as a "safe haven," allowing for effective liquidity support from mainland funds while facilitating international capital inflows [7][8].
化被动避险为主动布局中概股回归预期升温
Zheng Quan Shi Bao· 2025-06-05 17:56
Core Viewpoint - The return of Chinese concept stocks to Hong Kong has become a hot topic amid tightening U.S. regulatory policies and geopolitical tensions, with the Hong Kong government aiming to solidify its position as the preferred destination for these listings [1][4]. Group 1: Market Trends - Since the reform of the listing system in 2018, 33 Chinese concept stocks have listed in Hong Kong, accounting for over 70% of the total market capitalization of all Chinese concept stocks [1][2]. - Among the returning companies, 12 have a market capitalization exceeding 100 billion HKD, including major players like Alibaba, JD.com, and Netease [2]. - The trend shows that larger companies tend to return first, with significant returns occurring in 2018, 2019, and a peak in 2020 [2]. Group 2: Industry Distribution - Chinese concept stocks are primarily concentrated in new consumption, technology, and mid-to-high-end manufacturing sectors, with retail accounting for 54% of the market capitalization [3]. - The valuation discount previously faced by Chinese concept stocks in Hong Kong has been gradually alleviated due to increased market activity [3]. Group 3: Government and Regulatory Support - The Hong Kong government is actively preparing to enhance its attractiveness for overseas-listed companies, aiming to become the primary destination for returning Chinese concept stocks [4][5]. - Regulatory frameworks have been established to facilitate dual listings and second listings for companies already listed abroad [5][6]. Group 4: Market Dynamics and Liquidity - The influx of capital into the Hong Kong market has been significant, with the Hong Kong Monetary Authority intervening multiple times due to the Hong Kong dollar reaching its strong exchange guarantee level [1][8]. - The introduction of liquidity support tools and the expansion of the Stock Connect program are expected to enhance the market's capacity to absorb returning Chinese concept stocks [8]. Group 5: Future Outlook - There is a potential for more Chinese concept stocks to return, particularly those currently not meeting Hong Kong's listing criteria but are preparing to do so [9][10]. - The market is transitioning from a passive response to a more proactive approach regarding the return of Chinese concept stocks, with expectations of continued interest from companies in technology and new economy sectors [9][10].
小盘风格或有机会
2025-06-04 01:50
Summary of Conference Call Records Industry or Company Involved - Focus on the small-cap stock market and investment strategies within the A-share market Core Points and Arguments 1. **Small-Cap Stock Performance**: In May, small-cap stocks outperformed with an absolute return of over 2 percentage points, confirming the accuracy of the model's predictions. The outlook for June leans further towards small-cap stocks due to macroeconomic factors, market sentiment, and market conditions [1][3][4] 2. **Asset Allocation Views**: The current stance is optimistic towards domestic commodity assets, neutral to optimistic on stock assets, and cautious on bonds. The macro expectation model indicates a cautious view on stocks, neutral on bonds, and optimistic on commodities [5][6] 3. **Industry Rotation Model**: The industry rotation model shows rapid market rotation, with a focus on liquidity, momentum, and research information. In May, the portfolio included banking, home appliances, comprehensive finance, non-ferrous metals, electronic science and technology chips, and steel, achieving a total return of 3.7%, outperforming the benchmark by 0.7% [7][8] 4. **Recommended Industries for June**: The recommended sectors for June include comprehensive services, consumer services, telecommunications, agriculture, forestry, animal husbandry, fishing, steel, and electronics. The comprehensive sector has a high liquidity score, while agriculture and steel have advantages in research information [7][8] 5. **Active Quantitative Stock Selection Strategy**: The small-cap stock selection strategy performed best in May, with a focus on growth and small-cap strategies. The low attention stock selection strategy yielded a return of 9.6%, while the new stock selection strategy returned 7.5% [2][10] 6. **Investment Recommendations for June**: The analysis suggests focusing on dividend and small-cap selection strategies due to their improved cost-effectiveness compared to growth strategies [11] Other Important but Possibly Overlooked Content 1. **Market Sentiment Indicators**: Indicators such as Tianhong Fund's fundraising amount, the proportion of stocks hitting new highs, and the options PCR are all favorable for small-cap stocks [3][4] 2. **Risks to Monitor**: Potential risks include policy changes, sentiment fluctuations, and crowded institutional holdings that could impact small-cap stock performance [4] 3. **Quantitative Models Performance**: The quantitative models developed by the team have shown varying degrees of success, with the reinforcement learning factor extraction model maintaining an 11% cumulative return, outperforming the benchmark by 3.5 percentage points [11][12]