↑点击上面图片 加雪球核心交流群 ↑ 风险提示：本文所提到的观点仅代表个人的意见，所涉及标的不作推荐，据此买卖，风险自负。 《Ten Rules for Investment – the best investment advice you will ever get》 投资十条法则——你能得到的最佳投资建议 作者： 炼金女王 来源：雪球 昨天在看一本老书《至高无上》，作者分享了8位英国顶尖投资经理，除了安东尼波顿，还有祖鲁法则的吉姆斯莱特和新兴市场投资大佬莫比尔 斯。其中，有一位叫伊恩・拉什布鲁克，说实话，我是第一次听说这个名字，查询之后，先是被他的投资收益折服， 伊恩在执掌PAT期间，将基 金规模1990年的550万英镑（其中大部分为其个人资金），增长至2008年的1.6亿英镑，近20年实现29倍规模增长 ，且投资收益持续大幅跑赢 英国大盘指数；但更让我扼腕叹息的是，他于2008年去世，年仅68岁， 在投资的世界，活得久才是关键。 伊恩的投资策略是基于不亏钱为基础设计的，重视仓位管理，市场高估时会提升现金的比例。并且善于用定量分析来做宏观择时和股票排除。更为 触动我，以及和我想法不谋而合的就是，伊恩的灵活 ...

一、 别被"完美表象"迷惑，交易行为才是核心 最近看到一份市场梳理，不少连续保持高净资产收益率（ROE）的公司被看作长期布局的优质标的，像食品饮料、电子、通信等行业里，不少公司不仅过往 ROE表现亮眼，还有机构预测未来三年相关数据能稳定在高位。但不少股民照着选，却没拿到预期的结果，甚至陷入被动——明明是财报亮眼的好公司，价 格却反复波动，或者看似要启动，结果又陷入调整。 为啥会这样？因为多数人靠主观感觉和表面信息选股：看走势、读财报、听消息，却忽略了这些都可 能是"刻意呈现的表象"。股市是博弈场，真实的交易行为才是决定结果的核心，而这恰恰是普通股民看不到的。这就是量化大数据的核心优势：能帮我们穿 透表面信息，还原真实的交易行为，避开那些"精心设计"的表象陷阱，让投资更理性。 股市里最容易犯的错，就是把看到的表象当成真相。比如有两只标的，一只在价格走高过程中出现多次大幅波动，一只在价格回落过程中出现多次快速回 升，回头看这些波动都是"作秀"，但身处其中时，很容易被表象带偏判断。 但如果用量化大数据的「机构库存」数据来看，一切就清晰了。「机构库存」 是反映机构资金是否积极参与交易的量化数据，它不代表资金的进出，只 ...

Core Viewpoint - The opportunity cost of investing in bank stocks remains low, with the current 10-year government bond yield at 1.80% and bank stock dividends close to 4.4%, providing a premium of 2.6 percentage points over the bond yield [19][33]. Group 1: Bank Profitability and Performance - The net profit of commercial banks is showing significant recovery, as evidenced by recent performance reports from over 12 banks, with all but Huaxia Bank reporting positive growth [19][25]. - Qingdao Bank's net profit increased by over 20% year-on-year, while Qilu Bank, Hangzhou Bank, and Pudong Development Bank also reported growth exceeding 10% [5][23]. - In contrast, Huaxia Bank's net profit decreased by 1.72% compared to the previous year, making it the only bank with negative growth [25][7]. Group 2: Market Trends and Stock Performance - As of February 13, 2026, among 42 A-share listed banks, 24 saw their stock prices decline, particularly among state-owned and national joint-stock banks, while Qingdao Bank, Ningbo Bank, and Chongqing Rural Commercial Bank led the gains [20][29]. - The market is increasingly focusing on the return on equity (ROE) of commercial banks, indicating a shift towards valuing banks with strong fundamentals over high dividend yields [21][33]. Group 3: Future Outlook and Investment Strategies - Analysts predict improvements in the banking sector's fundamentals for 2026, with revenue growth driven by deposit repricing and a stabilization of net interest margins [26][34]. - The average price-to-book ratio for A-share banks has fallen to 0.54, suggesting a favorable valuation environment for bank stocks [33][34]. - Investment strategies should focus on banks with high earnings elasticity, quality regional banks, and those benefiting from fixed asset investment improvements [34][33].

Core Viewpoint - In 2025, China Merchants Bank reported a slight increase in revenue and net profit, with total assets exceeding 13 trillion yuan for the first time, indicating steady growth despite a decline in return on equity (ROE) [2][8]. Financial Performance - In 2025, the bank achieved operating revenue of 337.53 billion yuan, a year-on-year increase of 0.01% [3][4]. - The net profit attributable to shareholders reached 150.18 billion yuan, reflecting a growth of 1.21% year-on-year [3][4]. - The total profit amounted to 178.99 billion yuan, with a year-on-year increase of 0.19% [3]. Asset Quality - As of the end of 2025, the bank's total assets surpassed 13 trillion yuan, marking a 7.56% increase from the previous year [5][6]. - The non-performing loan (NPL) ratio stood at 0.94%, a decrease of 0.01 percentage points year-on-year, maintaining a level below 1% for five consecutive years [8]. - The provision coverage ratio was 391.79%, down 20.19 percentage points from the previous year, indicating a strong risk mitigation capacity [8]. Return on Equity (ROE) - The ROE for 2025 fell to 13.33%, a decrease of 1.05 percentage points from the previous year, raising concerns among investors [8][9]. - The management acknowledged that the decline in ROE is linked to slower profit growth and net asset growth, emphasizing the importance of maintaining a high ROE for shareholder returns [9]. Market Performance - In 2025, the A-shares and H-shares of China Merchants Bank saw cumulative increases of 13.23% and 32%, respectively [10]. - The bank's A and H share prices were reported at 37.5 yuan and 46.4 HKD, with an AH premium rate of approximately -12%, indicating a rare occurrence of price inversion among A+H listed banks [10]. Dividend Policy - The bank announced its first interim dividend in 2025, totaling 25.55 billion yuan, with a dividend payout ratio of 35.02% [9][10].

Company and Industry Summary Company Overview - The company is a global leader in integrated components, providing comprehensive photovoltaic solutions from silicon wafers to modules [1][1]. Key Points - **Target Price**: The target price is set at 18.8 RMB, based on an expected enterprise value/EBITDA multiple of 11 times for 2027, discounted at 11.3% to 2026 [1][1]. - **Investment Logic**: The market is underestimating the company's EBITDA inflection point in the second half of 2025 and its mid-term return on equity (ROE) advantages [1][1]. - **Revenue Composition**: The increase in the share of back-contact (BC) module revenue is expected to enhance the company's gross margin by 10-15 percentage points compared to Topcon crystalline silicon [1][1]. Additional Insights - The company's research and development capabilities are considered industry-leading, which supports its competitive position in the market [1][1].

Core Viewpoint - In 2026, the global debt issue will present three main solutions: real growth exceeding real interest rates (growth-based debt reduction), inflation exceeding expectations (inflation-based debt reduction), and fiscal tightening (fiscal-based debt reduction). Both AI and gold are expected to benefit from these paths, forming a dual mainline logic for asset performance [1] Group 1: A-Share Market Outlook - The A-share market is expected to maintain a "slow bull" pattern in 2026, driven by a profound change in corporate profit structures despite ongoing weakness in real estate, infrastructure, consumption, social financing, and PPI [1] - The net asset return on equity (ROE) for non-financial enterprises in the A-share market has stabilized over several quarters, with profits from eight advanced manufacturing industries now accounting for 38% of total profits [1] - Companies with overseas operations have seen their overseas revenue share increase to 20%, with overseas market gross margins exceeding domestic margins by 5 percentage points, which may drive a rebound in overall A-share ROE after stabilization [1] Group 2: Investment Directions - Investment focus should be on industries with constrained supply and clear prosperity trends, such as the AI industry chain, which has strong capital expenditure demand and limited short-term supply release [1] - Other sectors to consider include energy storage and metals, which have undergone capacity clearing [1] - Tactically, it is recommended to utilize market adjustments to position for the spring rally, prioritizing the aforementioned high-prosperity sectors [1]

Group 1 - The core viewpoint of the article highlights that Japan's stock market has struggled to break through a PER ceiling of 16 times, with the PER not being a driving factor for market growth historically [2][6][8] - The Nikkei average index reached a historic high of around 50,000 points by the end of 2025, with the focus on whether market expectations can be further improved [2] - Analysts suggest that many individual stocks still have low PERs, and the challenge for 2026 is for companies to improve performance and capital efficiency to stimulate further stock price increases [2] Group 2 - The trading volume of the Tokyo Stock Exchange's Prime section fell below 4 trillion yen, marking a five-month low, while SCREEN Holdings saw a significant stock price increase of 13%, reaching 15,320 yen, with a 57% rise in 2025, outperforming the Nikkei average [4] - Morgan Stanley MUFG Securities raised SCREEN's target stock price from 16,200 yen to 24,400 yen, citing a genuine recovery phase in the front-end equipment market starting from mid-November 2025 [4] - SCREEN has consistently achieved revenue and profit growth since the fiscal year ending March 2022, with ROE increasing from 7.9% in the fiscal year ending March 2021 to 25.1% in the fiscal year ending March 2025 [5] Group 3 - The PER of Japan's stock market has remained between 12 to 16 times since the Lehman crisis, with the current market conditions pushing PER close to the upper limit of this range [6][8] - Despite improvements in ROE, the trend of declining PER continues, indicating that the long-term growth of Japanese companies is not being properly priced in the stock market [8] - To achieve ROE growth and enhance market expectations, companies need to focus on sustainable profitability through sales growth, especially in an inflationary economic environment [9] Group 4 - Japan's PER is approaching levels seen in technology-driven markets like the US, India, and Taiwan, suggesting that it is unlikely for Japan's PER to continue rising in isolation [11] - While inflation may push PER higher, rising interest rates pose a risk, as the yield on newly issued 10-year Japanese government bonds has entered the 2% range, surpassing the Nikkei average dividend yield of 1.8% [11] - The underestimation of growth potential in the Japanese stock market is a long-standing barrier, with investors looking for catalysts such as companies that boldly adjust their business portfolios and focus on growth markets [11]

Investment Rating - The report assigns a "Buy" rating to CITIC Securities Co. (H) with a 12-month target price of Rmb 36.72/HK$ 24.46 based on 18x/11x 2026E P/Es [20] - A "Buy" rating is also given to China International Capital Corp. (H) with a target price of HK$ 25.10 based on 11x 2026E P/E [22] - GF Securities Co. (A) is rated "Buy" with a target price of Rmb 30.01 based on 16x 2026E P/E [25] Core Insights - The CSRC's proposal to ease leverage for 'high-quality brokers' is expected to enhance ROE and shareholder returns for eligible brokers, particularly benefiting GFS and CICC [1][2] - The current leverage level for China's brokers is at 4.2x, with the top 6 brokers averaging 6x, significantly lower than their Japanese peers at approximately 20x and US peers at 6.5x [2][3] - The ROA for Chinese brokers stands at 1.3%, outperforming Japan's 0.4% and Jefferies' 0.7%, indicating potential for increased leverage to boost ROE [2] Summary by Sections Regulatory Changes - The CSRC is optimizing evaluation metrics for 'high-quality institutions', which will moderately expand capital space and leverage ceilings [1] - Eligible brokers could see an increase in ROE levels and improved shareholder returns as a result of these regulatory changes [1] Financial Metrics - As of 3Q25, the leverage for the top 6 brokers is 6x, with CITICS at 6.4x, Guotai Haitong at 5.4x, and GFS at 5.9x [4] - The average ROE for the covered brokers is 7.8%, with GFS and CITICS both at 8.2% [4] Leverage and ROE Potential - Increasing leverage for eligible brokers could effectively boost ROE, with GFS and CICC positioned well for this expansion [2][15] - If regulatory constraints are considered, the leverage cap could be raised by 0.6x, improving ROE by 1% on average [15][17] - For brokers to achieve a 1.2x PB valuation, the required ROE would need to be in the range of 10-15%, implying an increase in leverage to 6-11x [18]

Core Insights - The "19th Shenzhen International Financial Expo and 2025 China Financial Institutions Annual Conference" highlighted challenges and opportunities in the banking sector during the "14th Five-Year Plan" period, particularly focusing on declining Return on Equity (ROE) and increasing Matthew Effect [1] Group 1: Industry Challenges - The banking industry is expected to face continuous decline in ROE and intensified competition during the "14th Five-Year Plan" period [1] - The major challenges include the need to adapt to changing market conditions and the pressure to maintain profitability [1] Group 2: Growth Opportunities - Significant growth opportunities are identified in two main areas: corporate business focusing on industrial finance and the digital transformation of retail banking [1] - Industrial finance clients are characterized by long supply chains, high transaction volumes, and substantial deposit retention, making them a crucial growth point for banks [1] Group 3: Strategic Recommendations - Banks are advised to focus on "strong headquarters and strong brain," emphasizing the need for headquarters to take the lead in industry insights, operational strategy design, process supervision, marketing support, and tool development [1] - The ability to seize industrial finance opportunities and achieve a qualitative transformation in retail digital operations will determine banks' positioning in a differentiated market over the next five years [1]

Core Insights - The report focuses on the evolution and optimization of profitability evaluation indicators, particularly the Return on Equity (ROE) within the PB-ROE framework, utilizing DuPont analysis to dissect the structure and potential issues of the ROE metric [1][4] - The report introduces a comprehensive profitability factor by optimizing the indicator system based on the analysis of ROE, aiming to enhance the dual optimization of the PB-ROE strategy framework in both valuation and profitability aspects [1][4] Section Summaries 1. In-depth Exploration of ROE and Profitability Styles - The PB-ROE strategy combines valuation levels with shareholder return rates, reflecting a company's ability to generate profits from shareholder capital, which directly influences net asset growth [10][14] - The relationship between ROE and GDP indicates that listed companies, as a significant part of the economy, have shown substantial growth in revenue, with the total revenue of A-share companies exceeding 72 trillion yuan in 2024, compared to 3.37 trillion yuan in 2004 [14][15] - ROE is categorized under quality style in investment factors, reflecting a company's financial health, profitability, reliability, and long-term growth potential [22][26] 2. ROE and DuPont Analysis - ROE is tested using both quarterly and TTM (Trailing Twelve Months) metrics, with the quarterly ROE factor showing a higher average Rank IC of 4.06% compared to 2.78% for TTM [28][29] - Historical high ROE stocks tend to underperform in future price performance, while portfolios constructed based on future ROE show significant excess returns, indicating the importance of ROE stability [33][34] - DuPont analysis breaks down ROE into three components: net profit margin, total asset turnover, and equity multiplier, providing a comprehensive assessment of a company's profitability, operational efficiency, and leverage [42][46] 3. ROE De-leveraging Analysis - The report discusses the linear separation of leverage factors from ROE, highlighting the economic relationship between ROA and ROE, and the limitations of ROA as a profitability measure [3][15] - The introduction of RONOA (Return on Net Operating Assets) and FCFFIC (Free Cash Flow Return on Invested Capital) aims to provide more accurate profitability assessments by excluding non-core operating activities and mitigating earnings management risks [4][6] 4. Comprehensive Profitability Factor - The integration of stable ROE, stable ROIC, stable RONOA, and FCFFIC forms a comprehensive profitability factor, enhancing the performance of the PB-ROE strategy [4][6] - The active quantitative stock selection strategy based on the PB-ROE framework has achieved an annualized return of 20.42% since 2010, significantly outperforming benchmarks like the CSI 800 [4][6]