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Lĩnh vựcPhương pháp luận khảo sátPhương pháp luận khảo sát
HọProcess / pipelineProcess / pipeline
Năm ra đời1940s–1952 (formalized in large-scale government survey work and the Horvitz-Thompson estimator)Early 20th century; systematized by Cochran 1953/1977
Người khởi xướngMorris H. Hansen, William N. Hurwitz; D. G. Horvitz and D. J. Thompson (theoretical framework)William Gosset, Jerzy Neyman, and formalized by William Cochran
LoạiProbability sampling designProbability sampling design
Công trình gốcCochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
Tên gọi khácprobability proportional to size sampling, PPS sampling, unequal probability sampling, importance samplingSRS, unrestricted random sampling, equal-probability sampling, EPSEM
Liên quan66
Tóm tắtWeighted sampling is a probability-based design in which units are selected with unequal probabilities proportional to a known auxiliary measure of size or importance. Sampling weights — the inverse of inclusion probabilities — are applied during analysis so that each sampled unit correctly represents the population units it stands for. The approach underpins large-scale government, health, and social surveys where simple random sampling would be inefficient.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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ScholarGateSo sánh phương pháp: Weighted Sampling · Simple random sampling. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare