An atomless probability space is a with no . Equivalently, every positive-probability measurable set contains a measurable subset of strictly smaller positive probability.

Examples

Uniform probability on an interval and standard Gaussian probability on Rd\mathbb R^d, d≥1d\geq1, are atomless. Merely checking that singletons have measure zero is not a substitute for this definition on arbitrary measurable spaces.