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OblastMetodologija anketaMetodologija anketa
PorodicaProcess / pipelineProcess / pipeline
Godina nastanka1950s-1970s (cluster sampling); multilevel extension formalized 1980s-1990sEarly 20th century; systematized by Cochran 1953/1977
TvoracW. G. Cochran (cluster sampling foundations); extended into multilevel contexts by survey methodologistsWilliam Gosset, Jerzy Neyman, and formalized by William Cochran
TipProbability sampling designProbability sampling design
Temeljni izvorCochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
Drugi nazivihierarchical cluster sampling, nested cluster sampling, multi-stage cluster sampling, clustered multilevel samplingSRS, unrestricted random sampling, equal-probability sampling, EPSEM
Srodne66
SažetakMulti-level cluster sampling is a probability sampling design for hierarchically structured populations — such as students nested within classrooms within schools within districts. Clusters are randomly selected at each level of the hierarchy before individual units are sampled within the final-level clusters. The design mirrors the natural nesting of real-world populations and enables efficient large-scale data collection while supporting multilevel statistical analysis.Simple random sampling (SRS) is the foundational probability sampling method in which every unit in the population has an equal and independent chance of being selected. Because selection is governed purely by chance, SRS eliminates systematic bias, supports unbiased estimation of population parameters, and provides the statistical baseline against which all more complex probability designs are evaluated.
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ScholarGateUporedite metode: Multi-level Cluster Sampling · Simple random sampling. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare