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نمونه‌گیری سیستماتیک وزن‌دار×نمونه‌گیری وزن‌دار×
حوزهروش‌شناسی پیمایشروش‌شناسی پیمایش
خانوادهProcess / pipelineProcess / pipeline
سال پیدایشMid-20th century (1950s-1970s)1940s–1952 (formalized in large-scale government survey work and the Horvitz-Thompson estimator)
پدیدآورWilliam G. Cochran (systematic and weighted probability sampling theory)Morris H. Hansen, William N. Hurwitz; D. G. Horvitz and D. J. Thompson (theoretical framework)
نوعProbability sampling techniqueProbability sampling design
منبع بنیادینCochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
نام‌های دیگرsystematic sampling with weights, probability-weighted systematic sampling, systematic PPS samplingprobability proportional to size sampling, PPS sampling, unequal probability sampling, importance sampling
مرتبط56
خلاصهWeighted systematic sampling selects units at equal spacing along a cumulative-weight axis rather than along a simple list index. By ordering the population and accumulating auxiliary size or importance weights before applying a fixed sampling interval, it combines the operational simplicity of systematic sampling with the efficiency gains of probability-proportional-to-size selection — giving larger or more important units a higher probability of inclusion while still visiting every part of the ordered frame.Weighted 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.
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ScholarGateمقایسهٔ روش‌ها: Weighted Systematic Sampling · Weighted Sampling. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare