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不均衡クラスターサンプリング×系統抽出法×
分野調査方法論調査方法論
系統Process / pipelineProcess / pipeline
提唱年Mid-20th century (formalised 1950s–1965)Mid-20th century (Cochran 1953; Kish 1965)
提唱者Leslie Kish; William G. CochranWilliam G. Cochran; formalized in survey sampling theory
種類Probability sampling designProbability sampling design
原典Kish, L. (1965). Survey Sampling. John Wiley & Sons. ISBN: 978-0471489009Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
別名disproportionate cluster sampling, unequal-probability cluster sampling, variable-rate cluster sampling, non-proportional cluster samplinginterval sampling, systematic random sampling, equal-interval sampling, fixed-interval sampling
関連65
概要Disproportional cluster sampling is a probability-based survey design in which naturally occurring groups (clusters) are selected as primary sampling units, but the number of clusters or elements drawn from each group is not proportional to that group's share of the population. By deliberately over- or under-sampling certain clusters, researchers gain analytic flexibility and precision where it matters most, at the cost of requiring post-hoc weighting for population-level inference.Systematic sampling is a probability sampling technique in which every k-th element is selected from an ordered list of the population after a random starting point. With population size N and desired sample size n, the sampling interval k = N/n is computed and one unit is chosen at random from the first interval; all subsequent units are selected by adding k repeatedly. The method is operationally simple, yields a spread-out sample, and often achieves lower variance than simple random sampling when the list has no harmful periodicity.
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ScholarGate手法を比較: Disproportional cluster sampling · Systematic Sampling. 2026-06-17に以下より取得 https://scholargate.app/ja/compare