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Proportional Cluster Sampling×Stratifioitu otanta×
TieteenalaKyselytutkimuksen metodologiaKyselytutkimuksen metodologia
MenetelmäperheProcess / pipelineProcess / pipeline
Syntyvuosi1950s–1960s1977
KehittäjäFormalized by William G. Cochran and Leslie KishWilliam G. Cochran
TyyppiProbability sampling designProbability-based survey sampling design
AlkuperäislähdeCochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0-471-16240-7
RinnakkaisnimetPPS cluster sampling, proportional-to-size cluster sampling, size-proportional cluster sampling, probability proportional to size samplingProportional Stratified Sampling, Optimal Allocation Sampling, Stratum-Based Sampling, Tabakalı Örnekleme
Liittyvät62
TiivistelmäProportional cluster sampling selects naturally occurring groups (clusters) from a population with probability proportional to each cluster's size, so that larger clusters have a higher chance of selection while every individual element retains an equal overall inclusion probability. This design efficiently handles large, geographically dispersed populations and is the backbone of national health, education, and social surveys worldwide.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.
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ScholarGateVertaile menetelmiä: Proportional Cluster Sampling · Stratified Sampling. Haettu 2026-06-18 osoitteesta https://scholargate.app/fi/compare