为什么商品价、GDP、河流长度里，以 1 开头的数字占比超 30%？答案藏在本福特法则里 —— 这个 “数字规律” 不仅能查财报造假，还能盯 A 股机构！方正证券研报用它验证：万科 A 分钟成交量贴合法则，机构交易却留下偏差；据此设计的 X 指标，能划分 “机构痕迹股”，还发现聪明钱因子在这类股里年化收益达 29.2%。从数学原理到量化策略，教你用规律看穿市场小动作。【本期节目你将了解】1、本福特定律及其在量化中的运用2、为什么换手率的变化率、聪明钱 Q 因子、净利润同比增长率这三个指标能成为选股因子【研报题目】1、方正证券：《本福特的启示：从分钟成交量看机构痕迹》2、方正证券：《跟踪聪明钱：从分钟行情数据到选股》【在这里找到我们】wechat：quantfan_100微信公众号：Quantide量化风云小红书：Quantidebilibili：Quantide
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