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Spatial Stratified Heterogeneity×Systematic Sampling×
ক্ষেত্রনমুনায়নজরিপ পদ্ধতি
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর2010Mid-20th century (Cochran 1953; Kish 1965)
প্রবর্তকJinfeng WangWilliam G. Cochran; formalized in survey sampling theory
ধরনGeographical detection and stratification methodProbability sampling design
মৌলিক উৎসWang, 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.). John Wiley & Sons. ISBN: 978-0471162407
অপর নামGeodetector, GeoDetectorinterval sampling, systematic random sampling, equal-interval sampling, fixed-interval sampling
সম্পর্কিত35
সারসংক্ষেপSpatial 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.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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ScholarGateপদ্ধতির তুলনা করুন: Spatial Stratified Heterogeneity · Systematic Sampling. 2026-06-17 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare