Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Випадкова вибірка кластерів з пропорційною ймовірністю розміру× | Пропорційна стратифікована вибірка× | |
|---|---|---|
| Галузь | Методологія опитувань | Методологія опитувань |
| Родина | Process / pipeline | Process / pipeline |
| Рік появи≠ | 1950s–1960s | 1953–1965 (formalized in survey sampling literature) |
| Автор методу≠ | Formalized by William G. Cochran and Leslie Kish | William G. Cochran; Leslie Kish |
| Тип | Probability sampling design | Probability sampling design |
| Основоположне джерело | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407 | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407 |
| Інші назви | PPS cluster sampling, proportional-to-size cluster sampling, size-proportional cluster sampling, probability proportional to size sampling | proportionate stratified sampling, proportional allocation stratified sampling, PSRS, proportionate stratified random sampling |
| Пов'язані | 6 | 6 |
| Підсумок≠ | Proportional cluster sampling selects naturally occurring groups (clusters) from a population with probability proportional to each cluster's size, so that larger clusters have a higher chance of selection while every individual element retains an equal overall inclusion probability. This design efficiently handles large, geographically dispersed populations and is the backbone of national health, education, and social surveys worldwide. | Proportional stratified sampling divides the target population into non-overlapping strata (subgroups defined by a key characteristic such as age band, region, or gender) and then draws a simple random sample from each stratum so that each stratum's share of the total sample matches its share of the total population. Because each subgroup is represented in exact proportion to its population weight, the resulting sample mirrors the population structure closely without requiring post-hoc weighting adjustments. |
| ScholarGateНабір даних ↗ |
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