Core Viewpoint - The Chinese futures market has shown remarkable performance in early 2026, with significant increases in trading volume, market funds, and industry profits, driven by a combination of external geopolitical tensions and domestic growth policies [1][4]. Group 1: Industry Performance - The total funds in the futures market reached a historical high of 2.67 trillion yuan, a 24.19% increase from the end of the previous year [4]. - The net profit for the first two months of 2026 was 27.55 billion yuan, doubling from 10.62 billion yuan in the same period last year, reflecting a 159% year-on-year growth [3][4]. - In February alone, the trading volume reached 55.54 trillion yuan, with a total of 5.28 billion contracts traded, indicating sustained high activity levels [3]. Group 2: Market Dynamics - The number of effective clients in the futures market surpassed 3 million, marking an 8.52% increase from the end of the previous year, indicating growing participation from both individual and institutional investors [5][6]. - The market's daily trading volume peaked at over 72 million contracts, showcasing a significant increase in trading activity [5]. - The overall trading volume and value increased by 40.43% and 59.23% year-on-year, respectively, highlighting strong growth momentum [4][6]. Group 3: Factors Driving Growth - Increased demand for risk management from enterprises due to external geopolitical conflicts and commodity price volatility has driven up margin requirements [6]. - The domestic economy's stability and enhanced risk management awareness among businesses have contributed to the influx of new funds into the market [6]. - The diversification of futures products and the growing importance of commodity assets for inflation hedging have attracted more institutional investments, further boosting market liquidity [6]. Group 4: Market Resilience - Despite significant price fluctuations in global commodities, the Chinese futures market has demonstrated strong resilience, with stable positions and a balanced trading structure [7]. - The total open interest remained stable at approximately 39.98 million contracts, indicating no significant abnormal volatility [7]. - The demand for hedging among industrial clients has increased, reflecting a growing reliance on futures for risk management [7]. Group 5: Future Outlook - Industry experts suggest that relying solely on trading volume growth is insufficient for sustainable high-quality development; futures companies need to enhance risk management services and international operations [8].

Group 1 - The core viewpoint of the report indicates that the current market is characterized by weak trading volume, suggesting a cautious stance among investors, with many adopting a hold strategy rather than actively trading [1][2] - The report highlights that the A-share market saw a slight increase of 0.05% on March 30, with a trading volume of 1.93 trillion yuan, which is an increase of 63.8 billion yuan compared to the previous Friday [1] - In the Hong Kong market, the Hang Seng Index fell by 0.81%, while the Hang Seng Tech Index dropped by 1.84%, indicating a divergence in performance between sectors [1][3] Group 2 - The report notes that when trading volume decreases significantly, a rebound in the market is likely, with historical data suggesting that trading volume at the bottom typically ranges from 30% to 50% of the previous peak [2] - It is mentioned that the current trading volume has fallen to a range of 1.2 to 2 trillion yuan, which could signal an approaching turning point for a short-term rebound [2] - The report emphasizes that even if a rebound occurs, it is expected to be moderate due to the dominance of medium to long-term investors holding the majority of shares [2] Group 3 - In the Hong Kong market, the innovative pharmaceutical sector continues to rise, with the Hang Seng Innovative Drug Index increasing by 1.09%, contrasting with the decline in the internet sector [3] - The report indicates that the innovative drug index has shown resilience, not breaking below previous lows, which suggests a relatively favorable chip structure compared to the internet sector [3] - The report also discusses the bond market, which has experienced a significant downward trend, with various bond yields declining as market sentiment shifts towards risk aversion due to geopolitical tensions [4][5] Group 4 - The report highlights that the short-term and long-term bonds have shown strong performance, with yields on 2-5 year government bonds decreasing by 2-3 basis points [4] - It is noted that the central bank has increased its net reverse repurchase operations to 261.5 billion yuan, contributing to a supportive environment for the bond market [4][5] - The report mentions that the demand for medium to long-term bonds has increased, as indicated by a rise in the net subscription intensity index for bond funds [5] Group 5 - The commodity market is showing signs of recovery, with energy and metals experiencing upward trends, particularly in crude oil and precious metals [6][7] - The report states that crude oil prices have seen significant inflows, with a net inflow of 2.1 billion yuan, reflecting strong investor interest in the sector [7] - Additionally, the report notes that the market is reacting to geopolitical events, with fluctuations in oil prices influenced by developments in the Middle East [7][8]

Investment Rating - The report maintains a positive outlook on short-term bonds, undervalued convertible bonds, and gold assets [2][10][22]. Core Insights - The report predicts an increase in the level factor, steepening of the slope factor, and convexity of the curvature factor in the bond market, recommending the holding of 1-year short-duration bonds [10]. - As of March 27, 2026, the "hundred-yuan conversion premium rate" stands at 41.71%, indicating a low relative value for convertible bonds compared to their underlying stocks [13][15]. - The expected return on gold for the next year is projected to be 33%, with a historical absolute return of 62% based on TIPS yield strategies [22][24]. Summary by Sections Multi-Asset Allocation Viewpoints - The report advocates for a bullish stance on short-duration bonds, undervalued convertible bonds, and gold assets [2]. - The bond duration timing perspective suggests holding 1-year short-duration bonds due to predicted market movements [10][12]. Stock and Bond Allocation Viewpoints - The report is bearish on equity assets, with the latest equity position at 4.21% [26][31]. - The stock-bond rotation strategy has shown a negative return of -0.44% for March, with an average equity position of 4.72% and a bond position of 95.28% [31][33]. Industry Rotation Insights - The report recommends a bullish outlook on the banking, pharmaceutical, electrical equipment, media, textile, and commercial sectors [4][41]. - The growth style is favored over value style, with a higher score for growth sectors [41]. - The ETF rotation strategy includes specific ETFs for banking, healthcare, electrical equipment, and media, with recent performance showing an excess return of 1.14% compared to the average industry return [50][46].

- The bond duration timing model uses an improved Diebold2006 model to predict the spot yield curve and map the expected returns of bonds with different durations. The model predicts the level, slope, and curvature factors, with the level factor prediction based on macro variables and policy rate following, and the slope and curvature factors prediction based on the AR(1) model[10] - The convertible bond allocation model compares the relative valuation of convertible bonds and stocks using the "100-yuan conversion premium rate" and calculates the rolling historical percentile to measure the current relative allocation value of convertible bonds and stocks. As of March 27, 2026, the "100-yuan conversion premium rate" was 41.71%, with a rolling three-year percentile of 92.8% and a rolling five-year percentile of 95.7%, indicating a relatively low cost-effectiveness compared to stocks[13][15] - The convertible bond style rotation model constructs a convertible bond style rotation portfolio by excluding high-valuation convertible bonds using the conversion premium rate deviation factor and the theoretical value deviation factor, and capturing market sentiment using the 20-day momentum and volatility deviation of convertible bonds. From February 14, 2018, to March 13, 2026, the annualized return of the convertible bond style rotation was 25.60%, with a maximum drawdown of 15.89% and an IR of 1.51. The return since 2026 was 9.34%[16] - The gold expected return model links the forward real returns of gold and US TIPS, constructing the expected return model for gold. The formula is $E[Real\_Return^{gold}]=k\times E[Real\_Return^{Tips}]$ and $E[R^{gold}]=\pi^{e}+k\times E[Real\_Return^{Tips}]$, where the parameter k is estimated using an expanding window OLS, and the long-term inflation target of the Federal Reserve (2%) is used as the proxy for $\pi^{e}$. As of March 27, 2026, the model estimated the expected return of gold for the next year to be 33.0%[22][23] - The A-share equity market timing framework is constructed from six dimensions: macro liquidity, credit expectations, cross-border capital flows, derivatives expectations, market capital flows, and technical analysis. Based on timing signals, a stock-bond rotation portfolio is constructed using a risk budget model. As of March 27, 2026, the comprehensive signal was -0.23, indicating a bearish view on equity assets[29][31] - The industry rotation model constructs sub-models from six dimensions: trading behavior, prosperity, capital flow, chip structure, macro drive, and technical analysis, and dynamically synthesizes the models to select industries on a bi-weekly basis. The latest industry configuration recommendations are banking, pharmaceuticals, electrical equipment, media, apparel, and commerce. The style judgment recommends a growth style over a value style[35][41] Model Backtest Results - Bond duration timing model: March return of 18.3bp, equal-weighted benchmark return of 6.4bp, strategy excess return of 11.9bp. The return over the past year was 1.57%, equal-weighted benchmark return of -0.12%, strategy excess return of 1.69%[12] - Convertible bond style rotation model: Annualized return of 25.60%, maximum drawdown of 15.89%, IR of 1.51. The return since 2026 was 9.34%[16] - Gold expected return model: Expected return for the next year is 33.0%. The absolute return of the timing model based on TIPS yield over the past year was 62.0%[22][24][25] - Stock-bond rotation portfolio (risk budget): Annualized return of 8.16%, maximum drawdown of 3.74%, return volatility ratio of 2.76, return drawdown ratio of 2.19. March return of -0.44%, latest equity position of 4.21%[33][36] - Industry rotation model: March long portfolio return of -6.42%, short portfolio return of -7.73%, equal-weighted benchmark return of -7.23%, long excess return of 0.81%, short excess return of 0.5%, long-short portfolio return of 1.65%[38][40] - ETF rotation portfolio: March return of -5.69%, average return of tracked industries of -6.84%, excess return of 1.14%. Latest ETF rotation portfolio holdings: Game ETF Huaxia, Battery ETF Guangfa, Medical ETF Huabao, Banking ETF Huabao[46][50][53]

Summary of Key Points from Conference Call Records Industry Overview - The conference call discusses the impact of geopolitical tensions, particularly in the Middle East, on global asset allocation and market dynamics, emphasizing a shift from growth-driven to safety-driven investment strategies [2][3]. Core Insights and Arguments - **Asset Allocation Shift**: The main theme for 2026 asset allocation is expected to return to risk assets, particularly stocks and commodities, despite current pressures on risk assets due to geopolitical tensions [2][3]. - **Domestic Market Dynamics**: The domestic market is experiencing a "double kill" in stocks and bonds, with traditional stock-bond dynamics failing. The PPI and CPI divergence indicates rising input inflation pressure, suggesting a potential upward shift in interest rates in 2026 [1][2]. - **U.S. Treasury Bonds**: The expected central yield for 10-year U.S. Treasury bonds is projected to remain above 4%, with weakened safe-haven attributes due to increased volatility and risk correlation with risk assets [3][12]. - **A-Share Market Strategy**: The A-share market is focusing on scarce resources like coal and oil, with a medium to long-term value proposition as the ERP is near a ten-year average. Short-term strategies should focus on low-valuation sectors such as non-bank financials and essential consumption [4][5]. - **Global Market Differentiation**: Stock market performance will vary based on resource control and energy dependency. Countries with strong resource control, like China, show resilience, while those reliant on energy imports, like Europe and Korea, face significant risks [6][9]. Important but Overlooked Content - **AI and Market Potential**: The emergence of AI-driven payment systems is expected to create a trillion-dollar market, with high certainty in infrastructure layers and significant flexibility in application layers [1][12]. - **Investment Risks in Korea**: The Korean market faces dual pressures from high oil prices and currency depreciation, leading to potential EPS downgrades and capital outflows, despite previous strong performance [8][10][11]. - **Gold and Oil Investment Strategies**: For gold, a volatility trading approach is recommended rather than a straightforward long position. For oil, caution is advised due to potential high volatility driven by supply-side factors [13]. This summary encapsulates the critical insights and strategic recommendations from the conference call, highlighting the evolving landscape of global markets amid geopolitical tensions and economic shifts.

Quantitative Models and Construction Methods - **Model Name**: Three-dimensional Timing Framework **Model Construction Idea**: The model integrates liquidity, divergence, and prosperity indicators to assess market timing[6][13][15] **Model Construction Process**: 1. Liquidity Index: Measures market liquidity trends[24] 2. Divergence Index: Captures market disagreement levels[19] 3. Prosperity Index: Reflects economic activity and market sentiment[22] These three dimensions are combined to form a comprehensive timing framework[13][15] **Model Evaluation**: The framework indicates a downward market trend with limited short-term rebound potential[6][13] - **Model Name**: All-weather Strategy **Model Construction Idea**: Focuses on risk diversification and avoids reliance on predictions for stable returns[42][53] **Model Construction Process**: 1. Asset Selection: Diversified across equities, bonds, and commodities[55] 2. Risk Adjustment: Balances risk exposure through structured layers[46][48] 3. Structural Hedging: Implements cyclic hedging to smooth volatility[42][47][48] **Model Evaluation**: High-wave version achieves higher returns with moderate risk, while low-wave version prioritizes stability[53] - **Model Name**: Hotspot Trend ETF Strategy **Model Construction Idea**: Identifies ETFs with strong upward trends and high market attention[29][32] **Model Construction Process**: 1. Select ETFs with simultaneous upward trends in highest and lowest prices[29] 2. Construct support-resistance factors based on 20-day regression slopes[29] 3. Choose top ETFs with the highest turnover ratios in the past 5 and 20 days[29] **Model Evaluation**: The strategy outperformed the CSI 300 index with a 56.47% return since 2025[29][30] Model Backtesting Results - **Three-dimensional Timing Framework**: No specific numerical backtesting results provided - **All-weather Strategy**: - High-wave version: Annualized return 11.8%, max drawdown 3.6%, Sharpe ratio 1.9 (2025)[53] - Low-wave version: Annualized return 6.7%, max drawdown 2.0%, Sharpe ratio 2.4 (2025)[53] - 2026 YTD: High-wave return 1.8%, low-wave return 1.2%[53] - **Hotspot Trend ETF Strategy**: - Return since 2025: 56.47% - Excess return over CSI 300: 38.62%[29][30] Quantitative Factors and Construction Methods - **Factor Name**: Volatility Factor **Factor Construction Idea**: Captures stocks with high price fluctuations[56] **Factor Construction Process**: Measures weekly returns of high-volatility stocks[56] **Factor Evaluation**: Positive weekly return of 1.95%, indicating market preference for high-volatility stocks[56][57] - **Factor Name**: Momentum Factor **Factor Construction Idea**: Identifies stocks with strong upward price trends[56] **Factor Construction Process**: Calculates weekly returns of high-momentum stocks[56] **Factor Evaluation**: Positive weekly return of 1.58%, reflecting market interest in momentum stocks[56][57] - **Factor Name**: Leverage Factor **Factor Construction Idea**: Targets stocks with high financial leverage[56] **Factor Construction Process**: Measures weekly returns of high-leverage stocks[56] **Factor Evaluation**: Positive weekly return of 0.96%, showing market favor for leveraged stocks[56][57] - **Factor Name**: Twelve-month Residual Momentum **Factor Construction Idea**: Tracks residual momentum over a 12-month period[61] **Factor Construction Process**: $ specific\_mom12 = residual\_momentum\_12months $ Measures excess returns of stocks with strong residual momentum[61][62] **Factor Evaluation**: Weekly excess return of 0.87%, monthly excess return of 0.46%[61][62] - **Factor Name**: 1-year-1-month Return Factor **Factor Construction Idea**: Compares returns between 1-year and 1-month periods[61] **Factor Construction Process**: $ mom\_1y\_1m = (return\_1year - return\_1month) $ Calculates excess returns based on the difference between long-term and short-term returns[61][62] **Factor Evaluation**: Weekly excess return of 0.79%, monthly excess return of -0.03%[61][62] Factor Backtesting Results - **Volatility Factor**: Weekly return 1.95%[56][57] - **Momentum Factor**: Weekly return 1.58%[56][57] - **Leverage Factor**: Weekly return 0.96%[56][57] - **Twelve-month Residual Momentum**: Weekly excess return 0.87%, monthly excess return 0.46%[61][62] - **1-year-1-month Return Factor**: Weekly excess return 0.79%, monthly excess return -0.03%[61][62]

Group 1 - The article discusses the impact of market emotions on volatility during a bull market, highlighting that new investors may struggle with the increased fluctuations and the tendency to chase trends [4] - It notes that while the market's valuation is not low, the absence of a "valuation advantage" necessitates different choices, with significant turnover and profit-taking being common among short-term investors [6] - The author emphasizes the importance of long-term investment strategies, suggesting that short-term volatility should be viewed as an opportunity rather than a threat, especially for quality assets [9][10] Group 2 - The article advises investors to remain calm during periods of floating losses and to focus on long-term investment plans, minimizing the frequency of checking trading platforms [14] - It highlights the significance of understanding historical valuation extremes to better manage expectations regarding potential volatility and floating losses [14][15] - The author encourages investors to maintain a long-term perspective, likening the investment process to farming, where patience and resilience are key to achieving growth over time [16]

Core Viewpoint - The article discusses the rising importance of oil in the market due to ongoing geopolitical tensions in the Middle East, highlighting its significant price increase and the implications for inflation expectations globally [4][5][8]. Group 1: Performance of Oil and Gold in High Inflation - Both oil and gold have shown strong inflation-hedging capabilities since 2000, outperforming stocks and bonds during high inflation periods [12]. - Oil has generally outperformed gold in terms of inflation resistance, with price increases typically exceeding those of gold [13]. - Historical data from the U.S. market indicates that oil's performance during high inflation phases is more stable compared to gold, which is influenced by various factors including interest rates and geopolitical uncertainties [18][20]. Group 2: Long-term Perspectives on Inflation Resistance - Over the long term, most assets, except cash, have outperformed inflation since 2005, with gold showing the best long-term performance, although it lagged behind A-shares for nearly a decade before 2024 [22]. - Oil's long-term performance has been volatile, often underperforming both gold and stocks, and has faced periods of inflation underperformance [25]. - The perception of gold and oil as safe assets may not align with their historical performance, as both commodities can experience prolonged cycles of significant price fluctuations [25][29]. Group 3: Investment Strategy for Oil and Gold - Investing in oil and gold resembles a long-term roller coaster, characterized by high volatility and significant price swings, making them riskier compared to traditional assets like stocks and bonds [32][36]. - Due to their volatility, oil and gold are better suited as satellite holdings in an investment portfolio rather than core positions, with a recommended allocation of 15% or less to mitigate risks associated with price fluctuations [39]. - The article emphasizes the importance of asset allocation and diversification in investment strategies, suggesting that oil and gold can provide valuable hedging against inflation and help diversify portfolio risks [35][40].

Group 1: Conflict Analysis - The ongoing US-Iran conflict presents significant uncertainty, with potential military escalation and geopolitical implications for the Middle East[3] - If the conflict persists, the US may increase ground troop deployments, leading to a potential "Iraq War" or "Vietnam War" scenario, impacting global capital markets[3] - The conflict could lead to a systemic rise in energy prices, benefiting resource-rich countries like Russia and Canada, while negatively affecting the US and Iran[3][18] Group 2: Economic Implications - Russia stands to gain significantly from the conflict, with potential additional revenue of approximately $36 billion to $45 billion due to rising oil prices, as the price of Urals crude has surged to $110.73 per barrel[19] - Canada is projected to increase its oil production to about 5.3 million barrels per day by 2025, with exports to non-US countries rising by 136.6%[21] - Israel, as a net exporter of natural gas, may strengthen its regional influence amidst the conflict, benefiting from a shift in geopolitical dynamics[29] Group 3: Market Impact - Short-term market dynamics will be driven by supply constraints and risk premiums, with a focus on resource-related assets and transportation sectors[45] - The conflict is expected to reshape global oil supply chains, with Asian refineries experiencing production cuts and increased demand for non-Middle Eastern oil sources[36] - Long-term, the emphasis will shift towards "security deficits," with countries prioritizing energy, food, and supply chain security in their strategic planning[4]

Core Viewpoint - China Ping An emphasizes the importance of gold as a significant asset class in its investment strategy, indicating a strategic shift towards gold investments for future asset allocation [1] Group 1: Investment Strategy - In early last year, China Ping An began allocating a certain amount of its investments to gold, which has met expected return outcomes [1] - The company plans to continue monitoring gold market trends and will incorporate gold as a strategic asset in its investment portfolio moving forward [1]