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المجالمنهجية المسحمنهجية المسح
العائلةProcess / pipelineProcess / pipeline
سنة النشأة1990Early-to-mid 20th century; canonical treatment 1953/1977
صاحب الطريقةSteven K. ThompsonFormalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practice
النوعProbability-based adaptive sampling designProbability sampling design
المصدر التأسيسيThompson, S. K. (1990). Adaptive cluster sampling. Journal of the American Statistical Association, 85(412), 1050–1059. DOI ↗Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407
الأسماء البديلةACS, adaptive network sampling, sequential cluster sampling, neighborhood adaptive samplingcluster random sampling, area sampling, one-stage cluster sampling
ذات صلة65
الملخصAdaptive cluster sampling (ACS) is a probability-based design in which an initial random sample of units triggers the inclusion of neighboring units whenever a predefined condition — typically a threshold count of a rare attribute — is satisfied. Developed by Steven K. Thompson in 1990, ACS is especially powerful for estimating the abundance or distribution of rare, spatially clustered populations such as endangered species, disease hotspots, or hard-to-reach social groups.Cluster sampling is a probability sampling technique in which the population is divided into naturally occurring groups (clusters), a random sample of clusters is selected, and all — or a random subset of — members within each selected cluster are studied. It is especially practical when a complete population list is unavailable or when units are geographically dispersed, making individual random selection prohibitively expensive. One-stage cluster sampling surveys every member of selected clusters; two-stage designs add a second random draw within clusters.
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ScholarGateقارن الطرق: Adaptive Cluster Sampling · Cluster Sampling. استُرجع بتاريخ 2026-06-15 من https://scholargate.app/ar/compare