مقایسهٔ روشها
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| نمونهگیری طبقهبندیشده وزندار× | نمونهگیری خوشهای× | |
|---|---|---|
| حوزه | روششناسی پیمایش | روششناسی پیمایش |
| خانواده | Process / pipeline | Process / pipeline |
| سال پیدایش≠ | 1953–1965 | Early-to-mid 20th century; canonical treatment 1953/1977 |
| پدیدآور≠ | Leslie Kish; William G. Cochran | Formalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practice |
| نوع≠ | Probability sampling with weighting | Probability sampling design |
| منبع بنیادین≠ | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407 | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407 |
| نامهای دیگر≠ | stratified sampling with weights, design-weighted stratified sampling, post-stratification weighting, WSS | cluster random sampling, area sampling, one-stage cluster sampling |
| مرتبط≠ | 6 | 5 |
| خلاصه≠ | Weighted 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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