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Linganisha mbinu

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Usampulishaji wa Kimfumo wa Kwenye Eneo×Sampuli Iliyowekwa Ngazi×
NyanjaMetodolojia ya DodosoMetodolojia ya Dodoso
FamiliaProcess / pipelineProcess / pipeline
Mwaka wa asili1940s–1950s (systematic sampling foundations); field adaptations consolidated by 1970s1977
MwanzilishiWilliam G. Cochran (systematic sampling foundations); adapted to field contexts in ecological and agricultural survey literatureWilliam G. Cochran
AinaProbability sampling designProbability-based survey sampling design
Chanzo asiliaCochran, 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
Majina mbadalasystematic field sampling, grid-based field sampling, regular interval field samplingProportional Stratified Sampling, Optimal Allocation Sampling, Stratum-Based Sampling, Tabakalı Örnekleme
Zinazohusiana62
MuhtasariField-based systematic sampling applies systematic (regular-interval) selection to real-world field environments — plots of land, transects, geographic grids, or physical survey routes. A random starting point is chosen, then every k-th unit or location is sampled at equal spatial or sequential intervals. Widely used in ecology, agriculture, environmental science, and field surveys, it delivers spatially even coverage at low operational cost while maintaining probability-sampling properties.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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ScholarGateLinganisha mbinu: Field-based systematic sampling · Stratified Sampling. Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/compare