Stratified sampling

A probability sampling design in which the population is divided into mutually exclusive, exhaustive strata, and independent samples are drawn from each stratum. It guarantees representation of key subgroups and can improve estimation efficiency over simple random sampling, particularly when strata are internally homogeneous but differ from each other.