Industry Investment Rating - The investment rating for the agriculture, forestry, animal husbandry, and fishery industry is "Outperform the Market" [1] Core Viewpoints - The agriculture sector has shown defensive characteristics amid fluctuations in US-China relations, leading to an increase in the industry index [4][13] - The industry index for agriculture, forestry, animal husbandry, and fishery rose by 1.62%, ranking third among 31 primary industries [12] - The report highlights significant supply pressure in the pig market, with prices remaining stagnant and a forecast for increased supply in the second half of 2025 [5][20] Summary by Sections Market Review - The agriculture sector rebounded, with the industry index increasing by 1.62%, while the Shanghai Composite Index fell by 0.25% [12] - The pig farming and animal vaccine sectors led the gains, while agricultural product processing experienced significant adjustments [15] Livestock Industry Chain Tracking Pigs - As of June 15, the average price of pigs was 14.06 yuan/kg, down 1.82% from the previous week, indicating a stagnant price situation [5][17] - Supply pressure remains high, with an increase in production capacity since May 2024, and expectations for increased supply in the latter half of 2025 [5][20] - The report suggests that the pig price will likely fluctuate within a narrow range in 2025, with cost competition becoming a key focus for the year [21] Broilers - The price of broiler chicks has slightly decreased, with the price as of June 13 being 2.70 yuan/chick, down 0.2 yuan from the previous week [30] - Concerns regarding the introduction of foreign breeds have eased, and the report emphasizes the potential opportunities for domestic breeding companies due to disruptions in overseas imports [30] Planting Industry Chain Tracking - Sugar prices have adjusted downward, with the price of white sugar at 6090 yuan/ton as of June 13, down 60 yuan from the previous week [36] - The price of soybeans has slightly decreased, with the imported price at 3707 yuan/ton, down 1.3% [36] - Corn prices have shown slight fluctuations, with an average price of 2356 yuan/ton, up 20 yuan from the previous week [36]

研究所 分析师:李帅华 SAC 登记编号:S1340522060001 Email:lishuaihua@cnpsec.com 分析师:魏欣 SAC 登记编号:S1340524070001 Email:weixin@cnpsec.com 研究助理:杨丰源 SAC 登记编号:S1340124050015 Email:yangfengyuan@cnpsec.com 证券研究报告：有色金属|行业周报 发布时间：2025-06-17 行业投资评级 强于大市 |维持 行业基本情况 | 收盘点位 | | 5026.6 | | --- | --- | --- | | 52 | 周最高 | 5047.03 | | 52 | 周最低 | 3700.9 | 行业相对指数表现 2024-06 2024-08 2024-11 2025-01 2025-04 2025-06 -15% -11% -7% -3% 1% 5% 9% 13% 17% 有色金属 沪深300 资料来源：聚源，中邮证券研究所 近期研究报告 《中广核矿业（HK1164）签订新销售 框架协议，充分受益铀价上行》 - 2025.06.10 有色金属行业报告 （2025. ...

Group 1: Economic Financing Demand - The financing demand structure of the real economy is optimizing, with a marginal improvement expected. In May, new RMB loans under the social financing (社融) measure amounted to 596 billion yuan, a year-on-year decrease of 223.7 billion yuan, indicating a shift towards bond financing and debt repayment funds replacing credit financing[12] - The issuance of special bonds accelerated in May, with a total issuance of 763.31 billion yuan, which may have contributed to the stability of financing demand in the real economy[13] - M1 growth rate in May was 2.3%, an increase of 0.8 percentage points from the previous value, indicating a marginal improvement in economic activity[19] Group 2: Deposit and Loan Trends - In May, new RMB deposits reached 2.18 trillion yuan, an increase of 500 billion yuan year-on-year, with household deposits increasing by 50 billion yuan and corporate deposits increasing by 382.4 billion yuan[17] - The growth of loans and deposits showed divergence, with new loans of 620 billion yuan in May, significantly lower than the increase in deposits, suggesting a weakening of the credit creation mechanism[17] - The M1 and M2 year-on-year growth rate gap narrowed to -5.6%, indicating an improvement in economic activity, although uncertainties from U.S. tariff policies remain high[20] Group 3: Macro Environment and Risks - The U.S. tariff policy continues to be a major concern affecting the macroeconomic environment, with no significant impact on inflation observed yet[5] - The global economic landscape shows signs of weak recovery in Europe, while Japan faces challenges due to high inflation, influenced by U.S. tariff policies[5] - Risks include potential escalation of global trade frictions, geopolitical conflicts, and policy effects falling short of expectations[6]

Investment Rating - The report assigns a "Buy" rating for the company, marking its first coverage [1]. Core Insights - The company has seen significant growth in its traditional model projects, with a 5021% year-on-year increase in revenue from inertial navigation systems, amounting to 1.02 billion yuan in 2024 [5]. - The company is actively expanding into new markets, particularly in the aviation sector, with multiple projects progressing well and a focus on commercial aerospace and robotics to increase its share in the civilian market [6]. - The acquisition of control over Yuxun Electronics and Haiwei Technology is expected to enhance the company's position in the specialized military market, with performance recovery anticipated in the coming years [7]. - Forecasts predict substantial growth in net profit for 2025-2027, with expected figures of 0.50 billion, 1.49 billion, and 3.01 billion yuan respectively, reflecting year-on-year growth rates of 1212%, 197%, and 102% [8]. Company Overview - The latest closing price of the company's stock is 40.80 yuan, with a total market capitalization of 3.6 billion yuan and a circulating market value of 1.5 billion yuan [3]. - The company has a debt-to-asset ratio of 14.7% and a current P/E ratio of -816.00, indicating a challenging profitability situation at present [3].

Investment Rating - The industry investment rating is "Outperform the Market" [1] Core Viewpoints - The ongoing conflict in the Middle East, particularly the Israel-Iran tensions, is expected to boost military trade, leading to a potential expansion in the military trade market [4][12] - The report highlights significant stock price increases for domestic military trade-related companies following the India-Pakistan conflict, with some companies seeing price increases exceeding 50% [5][17] - The military industry is anticipated to experience a turning point in orders as the "Centenary of the Army Building Goals" enters its second half, with new technologies and products expected to drive market growth [18] Summary by Sections Industry Overview - The closing index for the defense industry is 1524.38, with a 52-week high of 1712.48 and a low of 1113.62 [1] Market Performance - The military sector indices showed a weekly increase, with the CSI Military Index rising by 0.55% and the Shenwan Military Index increasing by 1.03%, while the broader market indices declined [19] - The top-performing stocks in the military sector for the week included Guorui Technology (+15.94%) and Chenxi Aviation (+13.98%) [21] Investment Recommendations - Two main investment themes are suggested: 1. Aerospace and "gap-filling" new focuses, including companies like Feilihua and YF Electronics [18] 2. New technologies, products, and market opportunities with greater elasticity, including companies like Aerospace Intelligence and Guorui Technology [18] Valuation Levels - As of June 13, 2025, the CSI Military Index stands at 10786.39, with a PE-TTM valuation of 104.83 and a PB valuation of 3.33, indicating that 80.24% of the time since January 1, 2014, the PE-TTM valuation has been lower than the current level [23][26]

行业相对指数表现 -13% -8% -3% 2% 7% 12% 17% 22% 27% 32% 37% 2024-06 2024-08 2024-11 2025-01 2025-04 2025-06 机械设备 沪深300 资料来源：聚源，中邮证券研究所 证券研究报告：机械设备|行业周报 发布时间：2025-06-17 行业投资评级 强于大市|维持 | 行业基本情况 | | | | --- | --- | --- | | 收盘点位 | | 1609.53 | | 52 | 周最高 | 1803.12 | | 52 | 周最低 | 1122.98 | 研究所 分析师:刘卓 SAC 登记编号:S1340522110001 Email:liuzhuo@cnpsec.com 分析师:傅昌鑫 SAC 登记编号:S1340524070004 Email:fuchangxin@cnpsec.com 近期研究报告 《Figure 机器人展示物流环境良好适 应性，泛化能力突破有望加速实际应 用》 - 2025.06.10 人形机器人行业周度报告 （2025.06.09-2025.06.15） 智能养老场景应用政策发布，长期看好人 ...

证券研究报告：宏观报告 研究所 分析师:李起 SAC 登记编号:S1340524110001 Email:liqi2@cnpsec.com 研究助理:高晓洁 SAC 登记编号:S1340124020001 Email:gaoxiaojie@cnpsec.com 近期研究报告 《出口展现韧性，中美谈判进展或促风 险偏好修复》 - 2025.06.10 宏观观点 海外宏观周报：美国通胀数据缓和 ⚫ 核心观点： 发布时间：2025-06-16 | 1 海外宏观数据跟踪 4 | | --- | | 1.1 上周重要事件与数据跟踪 4 | | 1.2 本周重要数据与事件 8 | | 2 美联储观点跟踪 9 | | 3 风险提示 9 | 周三公布的美国通胀数据好于预期，反映前期补库行为可能部分 抵消了关税影响。从分项上看，领先指标新租约租金数据指示，核心 服务中的住房分项预计仍将持续回落。同时，申领失业金人数上升显 示劳动力市场正在松动，或将进一步拖累核心服务 CPI 中的其他分 项。中东局势升级为油价带来一定的上行风险，但鉴于双方实力差距， 地缘政治对油价的影响可能偏向短期。美联储方面，尽管通胀风险缓 和，但关税影响或 ...

Investment Rating - The investment rating for the company is "Buy" and is maintained [1] Core Views - The company has shown strong growth in its simulation and power management platforms, with a capacity utilization rate remaining at full load. In Q1 2025, the sales revenue reached 541 million USD with a gross margin of 9.2%, aligning with guidance. The overall performance continues the trend from 2024, with steady sales growth and ongoing product structure optimization [4] - The revenue contributions from various technology platforms in Q1 2025 include 130 million USD from embedded non-volatile memory, 42.9 million USD from standalone non-volatile memory, 163 million USD from power devices, 66.8 million USD from logic and RF, and 137 million USD from analog and power management, with year-on-year growth rates of 9.3%, 38.0%, 13.5%, 4.0%, and 34.8% respectively. The analog and power management platform is highlighted as a key growth area due to strong technical capabilities and increasing demand related to AI applications [4] - The company anticipates maintaining this growth trend throughout the remainder of the year, which is a key reason for ongoing capacity expansion [4] Financial Performance - The company expects to achieve revenues of 166.90 billion CNY, 193.79 billion CNY, and 220.65 billion CNY for the years 2025, 2026, and 2027 respectively, with corresponding net profits of 5.61 billion CNY, 8.61 billion CNY, and 13.72 billion CNY. The current stock price corresponds to a price-to-book ratio (PB) of 1.82, 1.79, and 1.74 for the years 2025 to 2027 [6] - The projected revenue growth rates are 16.00%, 16.11%, and 13.86% for the years 2025, 2026, and 2027 respectively, with a significant recovery expected in net profit growth rates of 47.36%, 53.49%, and 59.40% for the same years [9][12]

Quantitative Models and Construction Diffusion Index Model - **Model Name**: Diffusion Index Model [6][26] - **Model Construction Idea**: The model is based on the principle of price momentum, aiming to capture upward trends in industry performance. It selects industries with positive momentum for rotation. [26] - **Model Construction Process**: - The model calculates a diffusion index for each industry, which reflects the proportion of stocks within the industry exhibiting upward momentum. - Industries are ranked based on their diffusion index values, and the top industries are selected for portfolio allocation. [6][27] - **Model Evaluation**: The model has shown strong performance in capturing trends during momentum-driven markets but struggles during market reversals or when trends shift to mean-reversion. [26] - **Testing Results**: - 2025 YTD excess return: -0.44% [25][30] - June 2025 excess return: 1.20% [30] - Weekly average return: 0.21%, excess return over equal-weighted industry index: 0.37% [30] GRU Factor Model - **Model Name**: GRU Factor Model [7][32] - **Model Construction Idea**: This model leverages GRU (Gated Recurrent Unit) deep learning networks to process high-frequency price and volume data, aiming to identify industry rotation opportunities. [37] - **Model Construction Process**: - The model uses minute-level price and volume data as input features. - A GRU neural network is trained to predict industry factor scores, which are then used to rank industries for rotation. [37] - **Model Evaluation**: The model performs well in short-term trading environments but faces challenges in long-term trend-following scenarios, especially during extreme market conditions. [37] - **Testing Results**: - 2025 YTD excess return: -4.13% [32][35] - June 2025 excess return: 0.00% [35] - Weekly average return: 0.42%, excess return over equal-weighted industry index: 0.58% [35] --- Backtesting Results of Models Diffusion Index Model - **YTD Excess Return**: -0.44% [25][30] - **June 2025 Excess Return**: 1.20% [30] - **Weekly Average Return**: 0.21% [30] - **Weekly Excess Return**: 0.37% [30] GRU Factor Model - **YTD Excess Return**: -4.13% [32][35] - **June 2025 Excess Return**: 0.00% [35] - **Weekly Average Return**: 0.42% [35] - **Weekly Excess Return**: 0.58% [35] --- Quantitative Factors and Construction GRU Industry Factor - **Factor Name**: GRU Industry Factor [7][33] - **Factor Construction Idea**: The factor is derived from GRU neural network outputs, representing the relative attractiveness of industries based on high-frequency trading data. [37] - **Factor Construction Process**: - The GRU model processes minute-level trading data to generate factor scores for each industry. - Industries are ranked based on their factor scores, and the top industries are selected for portfolio allocation. [37] - **Factor Evaluation**: The factor effectively captures short-term trading signals but may underperform in broader market trends or during periods of concentrated market themes. [37] - **Testing Results**: - Top industries by factor score (as of June 13, 2025): Steel (2.42), Construction (1.47), Transportation (0.85), Real Estate (0.59), Utilities (-0.01), Oil & Gas (-1.52) [7][33] - Bottom industries by factor score: Food & Beverage (-49.88), Comprehensive Finance (-33.65), Consumer Services (-25.42), Media (-21.94), Automotive (-20.34), Non-Banking Finance (-18.36) [33] Diffusion Index Factor - **Factor Name**: Diffusion Index Factor [6][27] - **Factor Construction Idea**: The factor measures the proportion of stocks within an industry showing upward momentum, serving as a proxy for industry strength. [6] - **Factor Construction Process**: - Calculate the diffusion index for each industry based on the percentage of stocks with positive momentum. - Rank industries by their diffusion index values to identify the strongest performers. [6][27] - **Factor Evaluation**: The factor is effective in identifying momentum-driven industries but may lag during market reversals. [26] - **Testing Results**: - Top industries by diffusion index (as of June 13, 2025): Comprehensive Finance (1.0), Non-Banking Finance (0.997), Banking (0.97), Media (0.953), Computing (0.936), Retail (0.93) [6][27] - Bottom industries by diffusion index: Coal (0.166), Oil & Gas (0.297), Food & Beverage (0.323), Utilities (0.604), Real Estate (0.629), Building Materials (0.657) [27] --- Backtesting Results of Factors GRU Industry Factor - **Top Industries by Factor Score**: Steel (2.42), Construction (1.47), Transportation (0.85), Real Estate (0.59), Utilities (-0.01), Oil & Gas (-1.52) [7][33] - **Bottom Industries by Factor Score**: Food & Beverage (-49.88), Comprehensive Finance (-33.65), Consumer Services (-25.42), Media (-21.94), Automotive (-20.34), Non-Banking Finance (-18.36) [33] Diffusion Index Factor - **Top Industries by Diffusion Index**: Comprehensive Finance (1.0), Non-Banking Finance (0.997), Banking (0.97), Media (0.953), Computing (0.936), Retail (0.93) [6][27] - **Bottom Industries by Diffusion Index**: Coal (0.166), Oil & Gas (0.297), Food & Beverage (0.323), Utilities (0.604), Real Estate (0.629), Building Materials (0.657) [27]

- The report tracks style factors including profitability, volatility, and momentum, which showed strong long positions, while nonlinear market capitalization, valuation, and leverage factors demonstrated strong short positions[3][16] - Barra style factors include Beta (historical beta), market capitalization (logarithm of total market capitalization), momentum (mean of historical excess return series), volatility (weighted combination of historical excess return volatility, cumulative excess return deviation, and residual return volatility), nonlinear market capitalization (third power of market capitalization style), valuation (inverse of price-to-book ratio), liquidity (weighted turnover rates across monthly, quarterly, and yearly periods), profitability (weighted combination of analyst forecast earnings-price ratio, inverse cash flow ratio, and inverse trailing twelve-month PE ratio), growth (weighted combination of earnings growth rate and revenue growth rate), and leverage (weighted combination of market leverage, book leverage, and debt-to-asset ratio)[15] - GRU factors demonstrated strong multi-directional performance across various stock pools, with models like barra5d showing particularly strong positive returns[4][5][7] - GRU long-only portfolio outperformed the CSI 1000 index with excess returns ranging from 0.06% to 0.95% this week, while the barra5d model achieved a year-to-date excess return of 7.75%[8][30][31]