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Многостепенно клъстерно случајно извадково изследване×Пропорционално клъстерно извадково изследване×
ОбластМетодология на проучваниятаМетодология на проучванията
СемействоProcess / pipelineProcess / pipeline
Година на възникване1950s-1970s (cluster sampling); multilevel extension formalized 1980s-1990s1950s–1960s
СъздателW. G. Cochran (cluster sampling foundations); extended into multilevel contexts by survey methodologistsFormalized by William G. Cochran and Leslie Kish
ТипProbability sampling designProbability sampling design
Основополагащ източникCochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
Други названияhierarchical cluster sampling, nested cluster sampling, multi-stage cluster sampling, clustered multilevel samplingPPS cluster sampling, proportional-to-size cluster sampling, size-proportional cluster sampling, probability proportional to size sampling
Свързани66
РезюмеMulti-level cluster sampling is a probability sampling design for hierarchically structured populations — such as students nested within classrooms within schools within districts. Clusters are randomly selected at each level of the hierarchy before individual units are sampled within the final-level clusters. The design mirrors the natural nesting of real-world populations and enables efficient large-scale data collection while supporting multilevel statistical analysis.Proportional 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.
ScholarGateНабор от данни
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  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Multi-level Cluster Sampling · Proportional Cluster Sampling. Извлечено на 2026-06-17 от https://scholargate.app/bg/compare