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حوزهنمونه‌گیریآمار
خانوادهProcess / pipelineHypothesis test
سال پیدایش19381977
پدیدآورJerzy NeymanP. C. O'Brien & T. R. Fleming; P. C. Pocock
نوعMulti-phase sampling designSequential / adaptive hypothesis test
منبع بنیادینNeyman, J. (1938). Contribution to the theory of sampling human populations. Journal of the American Statistical Association, 33(201), 101–116. DOI ↗O'Brien, P.C. & Fleming, T.R. (1979). A Multiple Testing Procedure for Clinical Trials. Biometrics, 35(3), 549–556. DOI ↗
نام‌های دیگرTwo-Phase Samplingsequential testing, group sequential design, interim analysis, Sıralı Analiz (Sequential Testing / Group Sequential Design)
مرتبط45
خلاصهDouble Sampling (also called two-phase or multistage sampling) is a survey design in which a large preliminary sample is collected using inexpensive methods or partial information, then a smaller subsample is drawn from it and measured in detail. Pioneered by Jerzy Neyman in 1938, it is particularly useful when a cheap surrogate measurement is available but true measurement is expensive.Sequential analysis is a framework for conducting hypothesis tests with pre-planned interim looks at accumulating data, allowing a study to stop early for efficacy or futility while controlling the overall Type I error rate. The group sequential approach was formalised by Pocock (1977) and O'Brien and Fleming (1979), and remains the standard for confirmatory clinical trials and rigorous A/B experiments.
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ScholarGateمقایسهٔ روش‌ها: Double Sampling · Sequential Analysis. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare