Statistical arbitrage is a family of relative-value strategies, not a promise of automatic profit. A typical design tests whether related assets exhibit a sufficiently stable spread, defines a rule for unusually large deviations and evaluates whether convergence survives realistic trading costs. Correlation alone is not enough: the central research questions are whether the relationship is statistically defensible, available at the time of the decision and stable outside the period used to discover it.