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অভিযোজিত বহুস্তরীয় নমুনায়ন (Adaptive Multistage Sampling)×গুচ্ছ নমুনাচয়ন×
ক্ষেত্রজরিপ পদ্ধতিজরিপ পদ্ধতি
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর1977 (multistage base); 1990-1992 (adaptive extensions by Thompson)Early-to-mid 20th century; canonical treatment 1953/1977
প্রবর্তকSteven K. Thompson (adaptive principles); William G. Cochran (multistage framework)Formalized by William G. Cochran; roots in early 20th-century U.S. Census Bureau survey practice
ধরনProbability-based adaptive sampling designProbability sampling design
মৌলিক উৎসThompson, S. K. (1992). Sampling. Wiley. ISBN: 978-0471548850Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407
অপর নামAMS, adaptive multi-phase sampling, sequential multistage sampling, adaptive hierarchical samplingcluster random sampling, area sampling, one-stage cluster sampling
সম্পর্কিত55
সারসংক্ষেপAdaptive multistage sampling combines the hierarchical efficiency of multistage designs with adaptive decision rules that adjust which units are sampled at later stages based on what is observed at earlier stages. It is used when a target characteristic is rare, clustered, or spatially heterogeneous and a fixed design would waste resources on uninformative areas of the population.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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ScholarGateপদ্ধতির তুলনা করুন: Adaptive Multistage Sampling · Cluster Sampling. 2026-06-15 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare