市场情绪择时模型

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从结构化视角全新打造市场情绪择时模型——申万金工量化择时策略研究系列之一
申万宏源金工· 2025-08-26 08:01
Step 1: 对50ETF波指和300波指的分位数水平等权平均得到VIX分位数,取1-VIX分位数作为期权波动率指数代表的市场情绪; Step 2:对全A换手率、沪深两市成交额、北向周度净流入、VIX历史分位数做等权平均 1.申万情绪温度计模型:常用的市场情绪指标缺乏敏锐度,对反转的指示性不强 根据《13个市场风险指标看A股当前位置》、《市场情绪温度计提示当前温度回升——量化择时周报20230306》,我们曾经从资金流向、市场交易等多个角度选择5个市场风 险指标构成情绪温度计。这5个指标分别是全A换手率、沪深两市成交额,资金流向指标:北上资金,"恐慌指数":沪深300股指期权波动率指数和上证50ETF期权波动率指数 (VIX)。其中,交易指标通过市场交易行为来判断市场情绪,通常在市场情绪低迷时,两市成交额和换手率倾向于在低位震荡。通过北上资金的累计5日净流入数据可以反映 外资信心。 情绪指标温度计的构成方法分为以下三步: Step 3:取5日平均进行平滑处理,得到情绪温度计指标 可以看到经过量化的市场情绪波动较为频繁,对于市场拐点的判断不够敏锐。由于涵盖指标数量较少,情绪数值的上行下跌受个别指标的影响较大。 ...
模型提示行业交易拥挤度上升,市场情绪逐渐修复——量化择时周报20250711
申万宏源金工· 2025-07-15 07:21
Group 1 - The market sentiment score has increased, indicating a further recovery in market sentiment, with the score rising from -0.9 to -0.25 as of July 11 [1][3] - The industry trading volatility has risen, reflecting a recovery in fund activity and a decrease in short-term sentiment uncertainty [3][5] - The overall trading volume in the A-share market has increased, with the highest daily trading volume reaching 17,366.10 billion RMB on Friday [8][11] Group 2 - The short-term trend scores for industries such as construction materials, construction decoration, and basic chemicals have significantly increased, with construction materials showing a rise of 21.05% [17] - The relative strength index (RSI) indicates that small-cap stocks are currently favored, with a strong signal for growth style, although there are multiple signal switches that require further observation [19][17]
模型提示价量匹配度降低,市场情绪回落较快 ——量化择时周报20250704
申万宏源金工· 2025-07-08 06:32
Group 1 - The market sentiment score has further declined, with the current score at -0.9 as of July 4, down from -0.65 the previous week, indicating a bearish outlook [1][3] - The trading volatility between industries has decreased, suggesting a lack of active capital and increased uncertainty in short-term sentiment [3][11] - The overall trading volume in the A-share market has shown a slight increase compared to the previous week, but the daily trading volume has been on a downward trend, with the lowest daily trading volume recorded at 1.33 trillion RMB on Thursday [5][8] Group 2 - The short-term trend scores for industries such as steel, construction materials, and basic chemicals have significantly increased, with construction materials showing a rise of 90.91% [23][24] - The banking, communication, media, and comprehensive sectors are identified as the top five industries with the strongest short-term trends [23] - The value style is currently dominant, with the model indicating a preference for large-cap stocks over growth stocks [23][24]
模型提示价量匹配度降低,市场情绪回落较快——量化择时周报20250620
申万宏源金工· 2025-06-23 05:54
Group 1 - The market sentiment score has further declined, indicating a bearish outlook as of June 20, with a score of 0.05, down from 0.8 the previous week [1][4][6] - The price-volume consistency has decreased, reflecting a lack of capital activity and increased divergence in market sentiment [4][6] - The overall trading volume in the A-share market has significantly decreased, with a daily trading volume of 1.09 trillion RMB, marking the lowest for the month [9] Group 2 - The electronic industry shows a significant upward trend, with a short-term trend score increase of 25.00%, indicating strong performance [18][19] - The banking, oil and petrochemical, communication, comprehensive, and national defense industries are identified as the top five sectors with the strongest short-term trends [18] - The small-cap value style is currently favored, while there are signs of a potential strengthening of the large-cap style [20]
模型提示市场情绪回落,小盘成长占优——量化择时周报20250531
申万宏源金工· 2025-06-03 03:06
Core Viewpoint - The market sentiment score has declined, indicating a bearish outlook for the market as it has ended its upward repair trend [1][4]. Group 1: Market Sentiment Indicators - The market sentiment structure indicator has shown significant fluctuations over the past five years, with a low position for most of 2023, only breaking above 2 in October 2024 [1]. - As of May 30, the market sentiment score was 2.5, down from 2.65 the previous week, suggesting a shift towards a bearish sentiment [1]. - The decline in sentiment is supported by a decrease in industry trading activity and a drop in the PCR combined with VIX indicators, reflecting increased uncertainty in fund sentiment [4][6]. Group 2: Industry Performance - The trading activity score across industries has significantly decreased, indicating a lack of investment themes and weak trends in industry performance [6][13]. - The overall trading volume in the A-share market has dropped, with a notable decline in the first three trading days of May, reaching a low of 1.16 trillion RMB on Friday [8]. - The industry performance shows that sectors like environmental protection, biomedicine, and national defense have maintained positive growth, while sectors like automobiles, electric equipment, and non-ferrous metals have seen significant declines [16][17]. Group 3: Short-term Trends - The short-term trend scoring model indicates that sectors such as computer, media, electronics, and biomedicine have shown significant upward trends, with the computer sector's score increasing by 22.22% [19][20]. - The model suggests that small-cap growth stocks are currently favored, with strong signals indicating a preference for this style despite a potential strengthening of value styles [21].
模型提示市场情绪平稳,大盘风格占优——量化择时周报20250523
申万宏源金工· 2025-05-26 03:41
Group 1 - The market sentiment score is currently stable, with the sentiment structure indicator fluctuating around the 0 axis within the range of [-6, 6]. As of May 23, the market sentiment indicator has risen, indicating a bullish outlook [1][3] - The sentiment indicators have not shown significant changes compared to the previous week, with trading volume and investment themes being crucial for further sentiment improvement. The market risk appetite has decreased, and the industry trend scores remain negative [3][11] - The total trading volume for the week was approximately 1.18 trillion RMB, with a daily trading volume of 974.53 million shares on Friday [5] Group 2 - The industry trend scores continue to be negative, indicating a lack of investment themes and weak industry performance. The sectors with the highest gains include pharmaceuticals, comprehensive, automotive, and coal, while the sectors with the largest declines include electronics, computers, communications, and machinery [11][13] - The short-term trend scores for various industries have shown significant increases, particularly in the household appliances sector, which saw a rise of 24% [17][18] - The current model indicates a preference for large-cap stocks, with the growth style continuing to dominate despite a strengthening value trend [17][19]
模型提示资金风险偏好降低,情绪进一步修复缺乏哪些关键因素?——量化择时周报20250516
申万宏源金工· 2025-05-19 02:59
Group 1 - The core viewpoint of the article indicates that market sentiment is recovering, with a short-term bullish outlook based on the sentiment model [1] - The sentiment structure indicator has shown significant fluctuations over the past five years, with a notable low position in 2023, but has recently risen to a score of 2 as of May 16, suggesting further recovery [1] - The model indicates that market sentiment has been improving for 17 consecutive trading days since the low point on April 18 [1] Group 2 - Future sentiment recovery requires dual support from trading volume and investment themes, as the market's risk appetite has decreased despite some positive sentiment indicators [4] - The A-share market's trading volume has decreased compared to the previous week, with a daily trading volume of 952.91 million shares on Friday [5] - The net outflow of funds from the Sci-Tech Innovation Board has accelerated, with a total outflow of 2.453 billion yuan this week [8] Group 3 - The industry trend score has turned negative, indicating a lack of investment themes and weak sector performance [11] - The short-term trend scores for the comprehensive and transportation sectors have increased significantly, with both sectors showing an increase of nearly 60% [14] - The model suggests that the growth style is currently dominant, although there has been a recent shift towards large-cap styles [16]
风格切换到成长后模型对红利指数的观点如何?——量化择时周报20250509
申万宏源金工· 2025-05-12 02:26
Group 1 - The market sentiment model indicates a recovery in market sentiment, with a positive bias as the sentiment score rose to 1.5 as of May 9, 2025, following a low point on April 18, 2025, marking 12 consecutive trading days of upward recovery [1] - The A-share market continues to show signs of sentiment recovery, with the main capital's sentiment remaining acceptable and the price-volume consistency score increasing compared to the previous week [4] - The total transaction volume of the A-share market saw a significant rebound, reaching a peak of 1.5 trillion RMB on Wednesday [6] Group 2 - The sentiment indicators suggest that the main capital has seen net outflows from the Sci-Tech Innovation Board, but there has been a notable recovery in sentiment since mid-April, with net inflows of 1.54 million RMB on May 6 and 3.84 million RMB on May 9 [9] - The degree of price-volume consistency has increased, indicating a higher alignment between industry performance and transaction volume, although the long-term trend score for industry performance remains at zero, suggesting a lack of clear market leadership [12] - The market style is shifting towards growth, with several industries such as oil and petrochemicals, non-bank financials, light industry manufacturing, and power equipment showing short-term positive signals, while real estate and social services have seen significant declines [14][15] Group 3 - The market style has transitioned from large-cap value to small-cap growth, with the style RSI timing model signaling a clear shift from large-cap value to small-cap growth [21] - The performance of major indices from April to May shows a trend of switching from dividend value to small-cap growth, with the CSI 300 index showing a return of 2.00% from May 6 to May 9 [22] - The timing model indicates that the CSI 300, CSI 500, and ChiNext indices have short-term positive signals, while the CSI 2000 shows a significant increase in short-term scores [25][26]
情绪模型观点保持偏空,大盘价值占优——量化择时周报20250328
申万宏源金工· 2025-03-31 03:00
Group 1 - The core viewpoint of the article indicates that market sentiment has declined for two consecutive weeks, suggesting a bearish short-term outlook for market timing [1] - The market sentiment structure indicator was at 1.6 as of March 28, 2025, down 0.6 from the previous week, signaling a bearish outlook for the upcoming week [1] - The article highlights that the A-share market has experienced a decrease in trading volume, with a shift in funds from high-valuation growth sectors to low-valuation defensive sectors [5][9] Group 2 - The sentiment structure indicators show a negative signal, with trading volume decreasing and price-volume consistency declining to low levels [3] - The article notes that the overall trading volume in the A-share market has dropped to levels close to the beginning of the year, primarily due to a cooling off in the technology growth sector [5] - The article mentions that various industries have shown mixed performance, with a low degree of price-volume consistency, indicating a divergence in market sentiment [9] Group 3 - The cyclical defensive sectors are showing a predominantly bullish signal, with short-term trends favoring large-cap value stocks [12] - The public utilities sector continues to indicate a bullish signal, with other sectors like coal, transportation, and petrochemicals also showing positive short-term signals [12] - The relative strength indicators suggest that the large-cap and value styles are currently dominant, with a strong certainty of a shift towards large-cap and value stocks in the short term [14][15]
资金观点波动,市场缩量但模型继续提示情绪高位——量化择时周报20250321
申万宏源金工· 2025-03-24 03:00
Group 1 - The core viewpoint of the article indicates that market sentiment remains highly volatile, with a short-term shift from bullish to bearish [1][2] - The market sentiment structure indicator reached a low of -0.85 on January 13, 2023, and has since recovered, peaking at 2.2 as of March 21, 2025, signaling a bearish outlook for the upcoming week [2][3] - Despite a generally optimistic view on A-shares, there is an increasing emphasis on defensive attributes as the market shows signs of weakness [3][4] Group 2 - The analysis of various sector indicators shows that the public utilities sector continues to signal bullish trends, while sectors like oil and petrochemicals, transportation, and coal are also showing positive short-term signals [5][6] - The technology and media sectors have experienced significant pullbacks, leading to a bearish outlook in the short term [5][6] - The relative strength index (RSI) analysis indicates that the overall market sentiment is shifting towards value styles, with a stronger certainty in the short-term transition to value [6][7]