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Польова систематична вибірка×Адаптивна кластерна вибірка×
ГалузьМетодологія опитуваньМетодологія опитувань
РодинаProcess / pipelineProcess / pipeline
Рік появи1940s–1950s (systematic sampling foundations); field adaptations consolidated by 1970s1990
Автор методуWilliam G. Cochran (systematic sampling foundations); adapted to field contexts in ecological and agricultural survey literatureSteven K. Thompson
ТипProbability sampling designProbability-based adaptive sampling design
Основоположне джерелоCochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407Thompson, S. K. (1990). Adaptive cluster sampling. Journal of the American Statistical Association, 85(412), 1050–1059. DOI ↗
Інші назвиsystematic field sampling, grid-based field sampling, regular interval field samplingACS, adaptive network sampling, sequential cluster sampling, neighborhood adaptive sampling
Пов'язані66
ПідсумокField-based systematic sampling applies systematic (regular-interval) selection to real-world field environments — plots of land, transects, geographic grids, or physical survey routes. A random starting point is chosen, then every k-th unit or location is sampled at equal spatial or sequential intervals. Widely used in ecology, agriculture, environmental science, and field surveys, it delivers spatially even coverage at low operational cost while maintaining probability-sampling properties.Adaptive 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.
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ScholarGateПорівняння методів: Field-based systematic sampling · Adaptive Cluster Sampling. Отримано 2026-06-15 з https://scholargate.app/uk/compare