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المجالمنهجية المسحمنهجية المسح
العائلةProcess / pipelineProcess / pipeline
سنة النشأة1950s-1970s (cluster sampling); multilevel extension formalized 1980s-1990sEarly 20th century; systematized by Cochran 1953/1977
صاحب الطريقةW. G. Cochran (cluster sampling foundations); extended into multilevel contexts by survey methodologistsWilliam Gosset, Jerzy Neyman, and formalized by William Cochran
النوعProbability sampling designProbability sampling design
المصدر التأسيسيCochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
الأسماء البديلةhierarchical cluster sampling, nested cluster sampling, multi-stage cluster sampling, clustered multilevel samplingSRS, unrestricted random sampling, equal-probability sampling, EPSEM
ذات صلة66
الملخصMulti-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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ScholarGateقارن الطرق: Multi-level Cluster Sampling · Simple random sampling. استُرجع بتاريخ 2026-06-15 من https://scholargate.app/ar/compare