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Cluster Sampling×Persampelan Berlapis×
BidangMetodologi TinjauanMetodologi Tinjauan
KeluargaProcess / pipelineProcess / pipeline
Tahun asalEarly-to-mid 20th century; canonical treatment 1953/19771977
PengasasFormalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practiceWilliam G. Cochran
JenisProbability sampling designProbability-based survey sampling design
Sumber perintisCochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0-471-16240-7
Aliascluster random sampling, area sampling, one-stage cluster samplingProportional Stratified Sampling, Optimal Allocation Sampling, Stratum-Based Sampling, Tabakalı Örnekleme
Berkaitan52
RingkasanCluster 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.Stratified sampling is a probability sampling design in which the target population is partitioned into non-overlapping, exhaustive subgroups called strata, and independent probability samples are drawn within each stratum. Formalized by William G. Cochran in Sampling Techniques (1977), the method exploits known population structure to reduce variance and guarantee representativeness of all major subgroups, making it a cornerstone of large-scale survey research and official statistics.
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ScholarGateBandingkan kaedah: Cluster Sampling · Stratified Sampling. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare