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層化抽出法×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1977Mid-20th century (Cochran 1953; Kish 1965)
提唱者William G. CochranWilliam G. Cochran; formalized in survey sampling theory
種類Probability-based survey sampling designProbability sampling design
原典Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0-471-16240-7Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
別名Proportional Stratified Sampling, Optimal Allocation Sampling, Stratum-Based Sampling, Tabakalı Örneklemeinterval sampling, systematic random sampling, equal-interval sampling, fixed-interval sampling
関連25
概要Stratified sampling is a probability sampling design in which the target population is partitioned into non-overlapping, exhaustive subgroups called strata, and independent probability samples are drawn within each stratum. Formalized by William G. Cochran in Sampling Techniques (1977), the method exploits known population structure to reduce variance and guarantee representativeness of all major subgroups, making it a cornerstone of large-scale survey research and official statistics.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: Stratified Sampling · Systematic Sampling. 2026-06-17に以下より取得 https://scholargate.app/ja/compare