This letter proposes a data-driven sparse polynomial chaos expansion-based surrogate model for the stochastic economic dispatch problem considering uncertainty from wind power. The proposed method can provide accurate estimations statistical information (e.g., mean, variance, probability density function, and cumulative distribution function) solution efficiently without requiring distributions...