- The report covers the period from 2025.05.05 to 2025.05.09[10] Quantitative Factors and Construction Methods Stock Market Factors 1. **Factor Name**: Market Style Factors - **Construction Idea**: Track the performance and volatility of different market styles such as small-cap vs. large-cap and growth vs. value[11] - **Construction Process**: - Measure the performance of small-cap and large-cap stocks - Measure the performance of growth and value stocks - Calculate the volatility of these styles - **Evaluation**: The market style factors showed a strong performance for small-cap and growth styles, with low volatility[11][13] 2. **Factor Name**: Market Structure Factors - **Construction Idea**: Analyze the dispersion of excess returns among industry indices and the concentration of trading volume[11] - **Construction Process**: - Calculate the dispersion of excess returns among industry indices - Measure the proportion of trading volume of the top 100 stocks and the top 5 industries - **Evaluation**: The market structure factors indicated a decrease in the dispersion of excess returns and low concentration of trading volume[11][13] 3. **Factor Name**: Market Activity Factors - **Construction Idea**: Track the market's volatility and turnover rate[12] - **Construction Process**: - Measure the market's volatility - Calculate the turnover rate - **Evaluation**: The market activity factors showed a rapid decline in both volatility and turnover rate[12][13] Commodity Market Factors 1. **Factor Name**: Commodity Trend Strength - **Construction Idea**: Measure the trend strength of different commodity sectors[25] - **Construction Process**: - Calculate the trend strength for energy, black metals, non-ferrous metals, agricultural products, and precious metals - **Evaluation**: The trend strength was strong for energy and black metals, while weak for non-ferrous metals, agricultural products, and precious metals[25][28] 2. **Factor Name**: Basis Momentum - **Construction Idea**: Track the basis momentum of different commodity sectors[25] - **Construction Process**: - Measure the basis momentum for non-ferrous metals and agricultural products - **Evaluation**: The basis momentum remained high for non-ferrous metals and agricultural products[25][28] 3. **Factor Name**: Commodity Volatility - **Construction Idea**: Measure the volatility of different commodity sectors[25] - **Construction Process**: - Calculate the volatility for energy, black metals, non-ferrous metals, agricultural products, and precious metals - **Evaluation**: The volatility significantly decreased from high levels across all sectors[25][28] 4. **Factor Name**: Commodity Liquidity - **Construction Idea**: Track the liquidity of different commodity sectors[25] - **Construction Process**: - Measure the liquidity for energy, black metals, non-ferrous metals, agricultural products, and precious metals - **Evaluation**: The liquidity showed mixed performance across different sectors[25][28] Option Market Factors 1. **Factor Name**: Implied Volatility - **Construction Idea**: Measure the implied volatility of options on different indices[33] - **Construction Process**: - Calculate the implied volatility for options on the SSE 50 and CSI 1000 indices - **Evaluation**: The implied volatility for SSE 50 and CSI 1000 options significantly decreased, indicating a divergence in market views on small-cap stocks[33][34] Convertible Bond Market Factors 1. **Factor Name**: Convertible Bond Premium - **Construction Idea**: Measure the premium of convertible bonds[35] - **Construction Process**: - Calculate the premium for convertible bonds priced around 100 yuan - **Evaluation**: The premium showed a slight adjustment, with the market valuation at a moderately high level[35][37] Factor Backtesting Results 1. **Market Style Factors**: - Small-cap and growth styles showed strong performance with low volatility[11][13] 2. **Market Structure Factors**: - Decrease in excess return dispersion and low trading volume concentration[11][13] 3. **Market Activity Factors**: - Rapid decline in market volatility and turnover rate[12][13] 4. **Commodity Trend Strength**: - Strong trend for energy and black metals, weak for others[25][28] 5. **Basis Momentum**: - High basis momentum for non-ferrous metals and agricultural products[25][28] 6. **Commodity Volatility**: - Significant decrease in volatility across all sectors[25][28] 7. **Commodity Liquidity**: - Mixed liquidity performance across sectors[25][28] 8. **Implied Volatility**: - Significant decrease in implied volatility for SSE 50 and CSI 1000 options[33][34] 9. **Convertible Bond Premium**: - Slight adjustment in premium, moderately high market valuation[35][37]

1. Report Industry Investment Ratings - Cotton: ★☆★ [1] - Pulp: ☆☆☆ [1] - Sugar: ななな [1] - Apple: ななな [1] - Timber: ななな [1] - 20 - number rubber: ★☆★ [1] - Natural rubber: ★☆☆ [1] - Butadiene rubber: ★☆☆ [1] 2. Core Views - The report analyzes multiple commodities including cotton, sugar, apple, rubber, pulp, and timber, and provides investment operation suggestions based on supply - demand, inventory, and market sentiment analysis for each commodity, with most current suggestions being to wait and see [2][3][4] 3. Summary by Commodity Cotton & Cotton Yarn - Today, cotton prices continued to rise. Domestic cotton spot trading volume was average, and the mainstream basis remained stable. Downstream cotton yarn inventory was accumulating, with insufficient market orders and mainly rigid - demand procurement. The Sino - US trade negotiation was better than expected, and domestic textile and clothing exports in April were okay. If the negotiation continued to improve, there might be a tighter end - of - season inventory. Suggested operation: wait and see or try the bull spread strategy of options [2] Sugar - Overnight, US sugar fluctuated. For Brazil, the 25/26 crushing season supply was expected to be bearish. The domestic sales data in April was bullish. Although Guangxi increased production this year, inventory decreased year - on - year due to a faster sales pace. The import volume of sugar and syrup in the first quarter decreased significantly. The US sugar trend was downward, and the upward space of Zhengzhou sugar was limited. It was expected that the short - term sugar price would fluctuate. Suggested operation: wait and see [3] Apple - The futures price fluctuated. Spot mainstream prices remained stable. Due to rising temperatures and the listing of seasonal fruits, apple demand declined, and the procurement enthusiasm of merchants decreased. The market's trading focus shifted to the new - season output estimate. Although the flower volume in the western producing areas was sufficient, the fruit - setting rate was low, and the output might be lower than expected. Suggested operation: wait and see [4] 20 - number rubber, Natural rubber & Synthetic rubber - Today, RU&NR opened high and closed low, and BR continued to rise sharply. The supply of global natural rubber entered the growth period, and the domestic butadiene rubber device start - up rate changed. The domestic tire operating rate continued to decline, and the finished - product inventory decreased. The inventory of natural rubber and butadiene rubber increased. Strategy: hold the inter - variety arbitrage on the rebound [6] Pulp - Today, pulp prices rose first and then fell. As of May 8, 2025, the inventory of China's mainstream pulp ports decreased. The external quotation was lowered, and downstream procurement was mainly for rigid demand and price - pressing. The Sino - US negotiation was better than expected. Suggested operation: wait and see [7] Timber - The futures price fluctuated. Spot mainstream prices remained stable. The New Zealand log shipment entered the off - season, and the demand peak was over. The national log inventory continued to decrease, but the radiata pine inventory increased. The timber fundamentals were relatively weak. It was expected that the futures price would fluctuate. Suggested operation: wait and see [8]

Group 1 - Morgan Stanley predicts gold prices may reach $6,000 per ounce by 2029, up from approximately $3,300, driven by U.S. policies and limited supply [1] - Hedge funds have increased bullish bets on Chinese stocks due to optimistic sentiment surrounding U.S.-China trade negotiations, particularly among U.S. hedge funds [1] - Goldman Sachs expects Germany's defense spending to rise from 2.1% of GDP in 2024 to 3% by 2027, benefiting the defense industry significantly [2] Group 2 - Goldman Sachs warns that if interest rate cuts do not materialize, short-term U.S. Treasury yields may face upward pressure due to a lack of supporting economic data [3] - Bank of America reports that global investors are reducing their exposure to the U.S. dollar, driven by concerns over the U.S. fiscal outlook [5] - BlackRock notes that recent U.S.-China trade talks have yielded significant progress, which is expected to boost confidence in Chinese markets [4] Group 3 - Canadian Imperial Bank of Commerce indicates that tariffs may initially raise U.S. inflation before negatively impacting economic growth, potentially delaying Federal Reserve rate cuts [6] - Capital Economics predicts that OPEC+'s strategic shift will continue to exert downward pressure on oil prices until the end of 2026 [8] - BMO Capital Markets highlights an increased likelihood of a rate cut by the Bank of Canada in June due to disappointing employment data [9] Group 4 - CITIC Securities suggests that strengthened export controls on strategic metals may lead to a revaluation of these assets, with prices expected to rise [7] - CITIC Securities also notes a recovery in risk appetite, with a focus on high-growth sectors and new themes following the release of Q1 reports [8] - Huatai Securities emphasizes the importance of implementing monetary policies introduced in May, while considering both domestic and U.S. economic factors [9] Group 5 - Huatai Securities is optimistic about the passenger vehicle sector maintaining high growth in Q2, driven by demand from trade-in policies and consumer incentives [10] - Huatai Securities anticipates a structural recovery in the home appliance sector in Q2, supported by domestic demand and export recovery [12] - China Galaxy Securities recommends focusing on "technology narrative" opportunities in the A-share market, alongside stable dividend-paying sectors [13]

欢迎加入交易理想国知识星球 文 | 对冲研投研究院 编辑 | 杨兰 摘要： 出口的坚韧与国内精炼铜消费的强劲可以形成相互验证，这种情况可能在 5 月份仍会有所持续，因此短期内国内精炼铜预计仍将维 持较强的去库格局，从而对价格、升水、月差带来较为明显的支撑，同时近期国内政治局会议也强调了政策对低价格的指引需求，这 也从一定程度上相当于为工业品划定了底线思维 。 1、上周金铜窄幅震荡 贵金属方面，上周 COMEX 黄金上涨 2,5 2%，白银 上涨 2.18%；沪金2506合约 上涨 0 .77%，沪银2506 合约下跌 0 .17%。主要工业金属价格中，COMEX铜、沪铜分别变动-0.93%、+0.3%。 2、贸易谈判延续，风险偏好回升 上周宏观方面较为平静，缺乏重要经济数据指引，同时美国的贸易谈判仍在开展，美国已经率先同英国达成贸易协定，并且 也已经与中国代表在瑞士展开谈判，所以整体宏观情绪较为平静，同时上周的美国初请失业金人数也出现下降，劳动力市场 短期内仍然稳固，市场急于定价美国经济衰退或者复苏都是不太合理的交易，因此价格本身的表现也较为平静。周末中美贸 易代表在瑞士的谈判结果对短期市场的走强可能有较强的 ...

Core Viewpoint - Standard Chartered Bank indicates that the US-China trade negotiations have significantly exceeded market expectations, which may lead to a slight weakening of the USD against the RMB [1] Group 1 - The trade talks between the US and China have shown more positive outcomes than anticipated by the market [1] - The potential impact of these negotiations could result in a minor depreciation of the US dollar relative to the Chinese yuan [1]

Group 1 - The core viewpoint is that optimism surrounding US-China trade negotiations has led hedge funds, particularly American ones, to increase their long positions in Chinese stocks [1] - Morgan Stanley reported that following positive signals regarding a potential trade agreement, US hedge funds have re-embraced the Chinese market by increasing their holdings in US-listed Chinese stocks and domestic A-shares [1] - The MSCI China Index and the CSI 300 Index rose by 2.4% and 1.9% respectively ahead of the key trade negotiations held in Geneva [1] Group 2 - M&G Investments has recently increased its investments in the Chinese market, citing attractive risk-reward dynamics [2] - The global investor sentiment towards Chinese equities is currently at a low level, with Chinese stock valuations being considered low [2]

环球市场动态 关 税 对 内 地 PPI 的 影 响 开 始 显 现 股 票 中国市场周五表现平平，市场观望 周末中美贸易谈判，A 股震荡走低， 港股恒指录得七连涨但恒科指略显 低迷；英美贸易协定提振欧洲股市， 德国 DAX 指数再创历史新高；美股 小幅下跌，整体观望情绪浓厚，投 资者静待周六开始的美中贸易谈 判。 外 汇 / 商 品 市场憧憬中美两国上周六进行的贸 易谈判，加上中东局势紧张，支持 油价上周五造好。美元指数回落， 加上中国实金需求良好，支持金价 上涨。 固 定 收 益 上周五美国国债变动不大，缺乏新 的推动因素，市场呈现相对温和谨 慎情绪，中美均以「实质性进展」 描绘日内瓦谈判，令紧张的贸易局 势得以缓解，美债今天开盘下跌。 亚洲债市风险偏好回温，利差普遍 收窄 2-3 个基点，中国债市表现突 出。 产品及投资方案部 注：bp/bps=基点；pt/pts=百分点 中信证券财富管理 (香港) 免责声明请参考封底 2025 年 5 月 12 日 中 ▪ 2025 年 4 月物价延续偏弱，CPI 与 PPI 均符合市场预期。关税对 PPI 的负面影响率先在上游资源品领域显现， 全球需求预期转弱叠加 ...

2025 年 05 月 12 日 商 品 研 究 豆粕：短线偏弱，等待 5 月 USDA 供需报告 豆一：偏弱震荡 吴光静 投资咨询从业资格号：Z0011992 wuguangjing@gtht.com 【基本面跟踪】 期货研究 豆粕/豆一基本面数据 | | | 收盘价 （日盘） 涨 跌 | 收盘价 （夜盘） 涨 跌 | | | --- | --- | --- | --- | --- | | | DCE豆一2507（元/吨） | 4153 -16（-0.38%） | 4171 -4（-0.10%） | | | 期 货 | DCE豆粕2509 | （元/吨） 2899 -13（-0.45%） | 2900 -13（-0.45%） | | | | CBOT大豆07（美分/蒲） | 1052.25 +7.25（+0.69） | | | | | CBOT豆粕07（美元/短吨） | 294 -0.7（-0.24%） | n a | | | | | | 豆粕 （43%） | | | | | 3150～3200， 较昨-50或持平； 昨持平或+20； 6-9月M2509-50， | 5月M2509+260； 6-7月M25 ...

智通财经5月12日电，丹斯克银行固收和外汇研究联席主管安德森在一份报告中表示，周末中美贸易谈 判的积极消息传出后，上周以来市场风险偏好改善的趋势预计将在本周延续。"过去一周，市场整体呈 现出风险情绪回暖的态势，很大程度上是因为贸易战出现了初步缓和的迹象。"美国财政部长贝森特也 表示，双方会谈富有成效，并透露美国将在周一公布更多细节。 丹斯克银行：本周风险情绪料持续改善 ...

Group 1: Berkshire Hathaway and Warren Buffett - Warren Buffett announced his retirement as CEO of Berkshire Hathaway, with Greg Abel set to take over, marking a significant leadership transition [1][2] - Buffett's investment career has yielded a remarkable 55,000-fold return over 60 years, establishing a legacy that is hard to replicate [1] - The market reacted negatively to Buffett's retirement announcement, with Berkshire Hathaway's stock dropping nearly 5% in the first trading day following the news, reflecting investor concerns about future performance [2] Group 2: U.S.-China Relations and Trade - The ongoing U.S.-China trade tensions have raised doubts about the future of U.S. assets, particularly following the imposition of tariffs by the U.S. [2][5] - Buffett has consistently opposed trade wars, emphasizing that the U.S. has benefited from global trade and should not use trade as a weapon [6] - The trade conflict has led to a decline in the U.S. dollar index and has prompted discussions about de-dollarization among various countries [7] Group 3: Technology and Innovation in China - There is a growing optimism regarding China's technological advancements, particularly in artificial intelligence and robotics, with potential for China to compete closely with the U.S. [3][4] - The robotics sector is seen as a significant growth area for China, with expectations that it could replicate the success of the electric vehicle industry [4] - Recent breakthroughs in technology, such as the development of advanced models and robotics, indicate that China is making strides in key tech sectors [3][4] Group 4: Global Currency Dynamics - The decline of the U.S. dollar's dominance is being accelerated by the trade war, leading to increased interest in alternative currencies, including the Chinese yuan [7] - The yuan's role in international trade is expected to grow, particularly among countries involved in the Belt and Road Initiative, potentially reshaping the global monetary system [7] - Central banks, including China's, are increasing their gold reserves, reflecting a shift in the global currency landscape and a move away from reliance on the U.S. dollar [7]