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Adaptiv klyngeudvælgelse×Adaptiv stratificeret stikprøveudtagning×
FagområdeSurveymetodologiSurveymetodologi
FamilieProcess / pipelineProcess / pipeline
Oprindelsesår19901990s (formal development from Thompson 1990 onward)
OphavspersonSteven K. ThompsonSteven K. Thompson (adaptive sampling); allocation adaptations by Salehi, Seber, and others
TypeProbability-based adaptive sampling designProbability-based adaptive sampling design
Oprindelig kildeThompson, S. K. (1990). Adaptive cluster sampling. Journal of the American Statistical Association, 85(412), 1050–1059. DOI ↗Thompson, S. K. (1990). Adaptive cluster sampling. Journal of the American Statistical Association, 85(412), 1050–1059. DOI ↗
AliasserACS, adaptive network sampling, sequential cluster sampling, neighborhood adaptive samplingASS, adaptive stratified design, stratified adaptive sampling, adaptive allocation stratified sampling
Relaterede66
ResuméAdaptive 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.Adaptive stratified sampling divides the population into strata and then applies an adaptive rule within each stratum: whenever an initially selected unit satisfies a pre-specified condition (e.g., a rare species is found, a variable exceeds a threshold), neighboring or related units are added to the sample. This combines the variance-reduction power of stratification with the ability to concentrate sampling effort where the phenomenon of interest is actually present.
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ScholarGateSammenlign metoder: Adaptive Cluster Sampling · Adaptive Stratified Sampling. Hentet 2026-06-17 fra https://scholargate.app/da/compare