مقایسهٔ روشها
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| نمونهگیری طبقهبندی چندسطحی× | نمونهگیری طبقهبندی متناسب× | |
|---|---|---|
| حوزه | روششناسی پیمایش | روششناسی پیمایش |
| خانواده | Process / pipeline | Process / pipeline |
| سال پیدایش≠ | 1950s–1970s | 1953–1965 (formalized in survey sampling literature) |
| پدیدآور≠ | Formalized by Leslie Kish and William G. Cochran in the mid-20th century survey sampling literature | William G. Cochran; Leslie Kish |
| نوع | Probability sampling design | 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.). John Wiley & Sons. ISBN: 978-0471162407 |
| نامهای دیگر | hierarchical stratified sampling, nested stratified sampling, multilevel stratified design, stratified multilevel sampling | proportionate stratified sampling, proportional allocation stratified sampling, PSRS, proportionate stratified random sampling |
| مرتبط | 6 | 6 |
| خلاصه≠ | Multi-level stratified sampling applies stratification at two or more hierarchical levels of a nested population structure — for example, first stratifying geographic regions, then stratifying schools within each region, then stratifying classrooms within each school. This layered control over the composition of the sample at every level reduces variance and supports analysis at each level of the hierarchy, making it a powerful design for large-scale educational, epidemiological, and organizational surveys. | 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. |
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