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量化数据说话:暴跌中谁在悄悄买入?
Sou Hu Cai Jing· 2025-10-06 16:52
华尔街最近掀起了一场关于美股估值的激烈辩论。标普500指数逼近历史高位,市盈率已接近互联网泡沫时期的水平,但奇怪的是,市场并未出现恐慌 情绪。作为一名量化投资研究者,我发现这背后隐藏着一个鲜为人知的秘密——机构资金正在重塑整个市场的估值逻辑。 美国银行股票策略师Savita Subramanian最近提出了一个大胆的观点:当前的高市盈率可能代表市场的新基准,而非短期偏离。这一观点基于两个核心 支撑: 1. AI技术革命:企业通过AI降本增效,盈利增长潜力被结构性抬高。 2. 龙头股主导:过去5年科技巨头的盈利与市值占比扩大,拉高整体估值中枢。 CFRA Research数据显示,标普500指数当前预期市盈率较20年均值高40%,但若以近5年(科技股主导期)为参考,溢价仅为个位数。这表明市场可能 已适应科技驱动的高估值模式。 美联储主席鲍威尔近期提及市场"估值偏高",令人联想到1996年前主席格林斯潘对"非理性繁荣"的警告。但iCapital策略师Sonali Basak指出一个有趣的 现象:当年投资者过早看空,反而错过纳斯达克指数后续5倍涨幅。 作为一名量化投资者,我发现一个有趣的现象:相比于熊市,牛市中的调 ...
金价跳水背后的博弈,从“损失厌恶”到“赌徒心理”的集体暴露
Sou Hu Cai Jing· 2025-04-26 19:25
Core Insights - The recent drop in gold prices has sparked significant consumer anxiety, revealing a disconnect between consumer behavior and investment understanding [1][5][9] - The phenomenon of loss aversion is highlighted, where individuals experience the pain of loss more intensely than the pleasure of equivalent gains, influencing their investment decisions [5][9] - There is a stark contrast between institutional investors, who view gold as a stable asset, and retail investors, who often treat it as a speculative opportunity [8][9] Group 1: Consumer Behavior - Consumers are increasingly confusing jewelry purchases with investment opportunities, leading to irrational behaviors such as demanding refunds after price drops [5][7] - The jewelry market is seeing a decline in foot traffic, while investment gold bars are experiencing a surge in demand, indicating a shift in consumer focus [7] - The average consumer is unaware that the manufacturing cost of jewelry can account for 30% of its price, which diminishes its investment value [5][9] Group 2: Market Dynamics - In 2023, global central banks purchased 1,037 tons of gold, contrasting sharply with the speculative behavior of retail investors [8] - The market is witnessing a significant increase in the minimum deposit for gold bars, reflecting heightened consumer anxiety and a rush to secure investments [7] - Historical data shows that gold prices have fluctuated significantly, with current valuations at historical highs, prompting warnings from financial analysts about the risks of speculative investments [9][10] Group 3: Psychological Factors - The collective anxiety among younger investors is evident, with many seeking advice on whether to sell or hold their investments after price drops [9] - The concept of "anchoring" is affecting consumer decisions, as many are misled by past price highs without considering the long-term trends [9][10] - A call for cognitive restructuring is emphasized, urging consumers to recognize the true nature of gold as a hedge against poverty rather than a means to wealth accumulation [10]