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简单随机抽样×系统抽样×
领域调查方法论调查方法论
方法族Process / pipelineProcess / pipeline
起源年份Early 20th century; systematized by Cochran 1953/1977Mid-20th century (Cochran 1953; Kish 1965)
提出者William Gosset, Jerzy Neyman, and formalized by William CochranWilliam G. Cochran; formalized in survey sampling theory
类型Probability sampling designProbability sampling design
开创性文献Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
别名SRS, unrestricted random sampling, equal-probability sampling, EPSEMinterval sampling, systematic random sampling, equal-interval sampling, fixed-interval sampling
相关65
摘要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.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方法对比: Simple random sampling · Systematic Sampling. 于 2026-06-15 检索自 https://scholargate.app/zh/compare