مقایسهٔ روشها
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| نمونهبرداری خوشهای تطبیقی× | نمونهگیری خوشهای× | |
|---|---|---|
| حوزه | روششناسی پیمایش | روششناسی پیمایش |
| خانواده | Process / pipeline | Process / pipeline |
| سال پیدایش≠ | 1990 | Early-to-mid 20th century; canonical treatment 1953/1977 |
| پدیدآور≠ | Steven K. Thompson | Formalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practice |
| نوع≠ | Probability-based adaptive sampling design | Probability sampling design |
| منبع بنیادین≠ | Thompson, 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 |
| نامهای دیگر≠ | ACS, adaptive network sampling, sequential cluster sampling, neighborhood adaptive sampling | cluster random sampling, area sampling, one-stage cluster sampling |
| مرتبط≠ | 6 | 5 |
| خلاصه≠ | 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. | 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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