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आनुपातिक स्तरीकृत नमूनाकरण×बहु-चरणीय नमूनाकरण×
क्षेत्रसर्वेक्षण पद्धतिसर्वेक्षण पद्धति
परिवारProcess / pipelineProcess / pipeline
उद्भव वर्ष1953–1965 (formalized in survey sampling literature)1950s–1960s (formalized in Kish 1965 and Cochran 1977)
प्रवर्तकWilliam G. Cochran; Leslie KishLeslie Kish; William G. Cochran
प्रकारProbability sampling designProbability sampling design
मौलिक स्रोतCochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407Kish, L. (1965). Survey Sampling. John Wiley & Sons. ISBN: 978-0471109495
उपनामproportionate stratified sampling, proportional allocation stratified sampling, PSRS, proportionate stratified random samplingmultistage cluster sampling, multi-stage sampling, nested sampling, hierarchical sampling
संबंधित65
सारांशProportional stratified sampling divides the target population into non-overlapping strata (subgroups defined by a key characteristic such as age band, region, or gender) and then draws a simple random sample from each stratum so that each stratum's share of the total sample matches its share of the total population. Because each subgroup is represented in exact proportion to its population weight, the resulting sample mirrors the population structure closely without requiring post-hoc weighting adjustments.Multistage sampling is a probability-based design that selects a sample by working through two or more successive levels of a population hierarchy — for example, first selecting regions, then districts within those regions, then households within those districts. It makes large-scale surveys practical when a complete population list is unavailable or when the population is geographically dispersed, by concentrating fieldwork within a manageable number of sampled units at each stage.
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ScholarGateविधियों की तुलना करें: Proportional Stratified Sampling · Multistage Sampling. 2026-06-18 को यहाँ से प्राप्त https://scholargate.app/hi/compare