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| Chọn mẫu theo cụm× | Lấy mẫu ngẫu nhiên đơn giản× | |
|---|---|---|
| Lĩnh vực | Phương pháp luận khảo sát | Phương pháp luận khảo sát |
| Họ | Process / pipeline | Process / pipeline |
| Năm ra đời≠ | Early-to-mid 20th century; canonical treatment 1953/1977 | Early 20th century; systematized by Cochran 1953/1977 |
| Người khởi xướng≠ | Formalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practice | William Gosset, Jerzy Neyman, and formalized by William Cochran |
| Loại | Probability sampling design | Probability sampling design |
| Công trình gốc≠ | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407 | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407 |
| Tên gọi khác≠ | cluster random sampling, area sampling, one-stage cluster sampling | SRS, unrestricted random sampling, equal-probability sampling, EPSEM |
| Liên quan≠ | 5 | 6 |
| Tóm tắt≠ | 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. | Simple random sampling (SRS) is the foundational probability sampling method in which every unit in the population has an equal and independent chance of being selected. Because selection is governed purely by chance, SRS eliminates systematic bias, supports unbiased estimation of population parameters, and provides the statistical baseline against which all more complex probability designs are evaluated. |
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