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適応型単純無作為抽出×単純無作為抽出法×
分野調査方法論調査方法論
系統Process / pipelineProcess / pipeline
提唱年1990–1992Early 20th century; systematized by Cochran 1953/1977
提唱者Steven K. ThompsonWilliam Gosset, Jerzy Neyman, and formalized by William Cochran
種類Probability-based adaptive sampling designProbability sampling design
原典Thompson, S. K. (1992). Sampling. John Wiley & Sons. ISBN: 978-0471548850Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
別名ASRS, adaptive SRS, adaptive random sampling, sequential adaptive samplingSRS, unrestricted random sampling, equal-probability sampling, EPSEM
関連56
概要Adaptive simple random sampling (ASRS) begins with a conventional simple random sample and then expands the sample in regions where the variable of interest exceeds a pre-specified threshold. Units neighboring a qualifying observation are added to the sample, allowing the design to concentrate effort where the population is dense or rare, while retaining unbiased estimation through the Horvitz-Thompson or Hansen-Hurwitz estimators. The approach was systematized by Steven K. Thompson in the early 1990s as part of the broader adaptive sampling framework.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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ScholarGate手法を比較: Adaptive Simple Random Sampling · Simple random sampling. 2026-06-15に以下より取得 https://scholargate.app/ja/compare