medium · CFA Level I quant
A researcher at Helion Rail tests 500 different variables to find a statistically significant predictor of stock returns for a backtest. After finding one variable with a p-value of 0.04, the researcher concludes the strategy is viable. This is an example of:
- Sample selection bias
- Data snooping bias
- Survivorship bias
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