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Χωρική Στρωματοποιημένη Ετερογένεια×Δειγματοληψία συστάδων×
ΠεδίοΔειγματοληψίαΜεθοδολογία Επισκοπήσεων
ΟικογένειαProcess / pipelineProcess / pipeline
Έτος προέλευσης2010Early-to-mid 20th century; canonical treatment 1953/1977
ΔημιουργόςJinfeng WangFormalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practice
ΤύποςGeographical detection and stratification methodProbability sampling design
Θεμελιώδης πηγήWang, J. F., Li, X. H., Christakos, G., Liao, Y. L., Zhang, T., & Gu, X. (2010). Geographical detectors–based health risk assessment and its application in the neural tube defects study for the C–H plane. International Journal of Geographical Information Science, 24(1), 107–127. DOI ↗Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407
Εναλλακτικές ονομασίεςGeodetector, GeoDetectorcluster random sampling, area sampling, one-stage cluster sampling
Συναφείς35
ΣύνοψηSpatial Stratified Heterogeneity, commonly known as Geodetector, is a framework introduced by Jinfeng Wang and colleagues in 2010 for measuring and detecting spatial heterogeneity in data and identifying environmental risk factors. It quantifies the degree to which a given factor (variable) explains spatial variation in an outcome and is particularly valuable for environmental epidemiology, ecology, and geographical analysis where spatial non-stationarity is common.Cluster sampling is a probability sampling technique in which the population is divided into naturally occurring groups (clusters), a random sample of clusters is selected, and all — or a random subset of — members within each selected cluster are studied. It is especially practical when a complete population list is unavailable or when units are geographically dispersed, making individual random selection prohibitively expensive. One-stage cluster sampling surveys every member of selected clusters; two-stage designs add a second random draw within clusters.
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ScholarGateΣύγκριση μεθόδων: Spatial Stratified Heterogeneity · Cluster Sampling. Ανακτήθηκε στις 2026-06-17 από https://scholargate.app/el/compare