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Identify anomalous patterns in historic pricing data; make sure the anomalies were statistically significant, consistent over time, and nonrandom; and see if the identified pricing behavior could be explained in a reasonable way.
The Man Who Solved the Market: How Jim Simons Launched the Quant Revolution
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