Linear regression is just a way of measuring what actually drives volume, not predicting price. We use it to study how earnings reports impact volatility and participation at the NYSE open. When a high beta company like Netflix reports earnings, it often pulls in institutional flow, which shows up as elevated opening volume. The model compares earnings days, surprise size, and prior volatility to historical opens and helps identify when participation is statistically higher than normal. That is
0:54
Linear regression is just a way of measuring what actually drives volume, not predicting price. We use it to study how earnings reports impact volatility and participation at the NYSE open. When a high beta company like Netflix reports earnings, it often pulls in institutional flow, which shows up as elevated opening volume. The model compares earnings days, surprise size, and prior volatility to historical opens and helps identify when participation is statistically higher than normal. That is
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