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Be sure you can distinguish a marketing signal from marketplace noise. Familiarize yourself with basic statistical-significance calculations. As a general rule of thumb, if you plot conversion rates over time, a test must increase conversion by more than 1.5 times the normal range of variability to be significant.
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Alan Rimm-kaufman
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