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Stratified random sampling stratified random sampling is a technique which at tempts to restrict the possible samples to those which are ``less extreme'' by ensuring. A stratified random sample is a random sample in which members of the population are first divided into strata, then are randomly selected to be a. In stratified sampling the design is called stratified random sampling if the design within each stratum is simple random sampling.