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Pensampelan Berstrata Berwajaran×Cluster Sampling×
BidangMetodologi TinjauanMetodologi Tinjauan
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1953–1965Early-to-mid 20th century; canonical treatment 1953/1977
PengasasLeslie Kish; William G. CochranFormalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practice
JenisProbability sampling with weightingProbability sampling design
Sumber perintisCochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407
Aliasstratified sampling with weights, design-weighted stratified sampling, post-stratification weighting, WSScluster random sampling, area sampling, one-stage cluster sampling
Berkaitan65
RingkasanWeighted stratified sampling divides a population into non-overlapping strata and draws a probability sample from each stratum, then attaches a design weight to every selected unit so that estimates correctly represent the full population. Weights compensate for unequal selection probabilities that arise from disproportionate stratum allocations, non-response, or frame imperfections, making the procedure the backbone of most large-scale national and international surveys.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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ScholarGateBandingkan kaedah: Weighted Stratified Sampling · Cluster Sampling. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare