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方法族Process / pipelineProcess / pipeline
起源年份Mid-20th century (formalized ~1950s–1970s)1953–1965 (formalized in survey sampling literature)
提出者Codified in classical survey sampling theory; see Cochran (1977)William G. Cochran; Leslie Kish
类型Probability sampling designProbability sampling design
开创性文献Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
别名proportional 1-in-k sampling, equal-probability systematic sampling, proportionate systematic selection, PPS systematic samplingproportionate stratified sampling, proportional allocation stratified sampling, PSRS, proportionate stratified random sampling
相关66
摘要Proportional systematic sampling combines systematic (every k-th element) selection with proportional allocation across subgroups, ensuring that each stratum contributes sample units in proportion to its share of the total population. The result is an equal-probability design that is administratively simple, spreads the sample evenly across an ordered frame, and eliminates the need for post-hoc weighting when strata are sampled at a uniform rate.Proportional stratified sampling divides the target population into non-overlapping strata (subgroups defined by a key characteristic such as age band, region, or gender) and then draws a simple random sample from each stratum so that each stratum's share of the total sample matches its share of the total population. Because each subgroup is represented in exact proportion to its population weight, the resulting sample mirrors the population structure closely without requiring post-hoc weighting adjustments.
ScholarGate数据集
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ScholarGate方法对比: Proportional Systematic Sampling · Proportional Stratified Sampling. 于 2026-06-19 检索自 https://scholargate.app/zh/compare