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Salīdzināt metodes

Apskatiet izvēlētās metodes blakus; rindas, kas atšķiras, ir izceltas.

Neproporcionāla stratificēta paraugu ņemšana×Svērta izlase×
NozareAptauju metodoloģijaAptauju metodoloģija
SaimeProcess / pipelineProcess / pipeline
Izcelsmes gads19341940s–1952 (formalized in large-scale government survey work and the Horvitz-Thompson estimator)
AutorsJerzy NeymanMorris H. Hansen, William N. Hurwitz; D. G. Horvitz and D. J. Thompson (theoretical framework)
TipsProbability sampling designProbability sampling design
PirmavotsCochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
Citi nosaukumidisproportionate stratified sampling, unequal-probability stratified sampling, oversampling stratified design, non-proportional stratified samplingprobability proportional to size sampling, PPS sampling, unequal probability sampling, importance sampling
Saistītās66
KopsavilkumsDisproportional stratified sampling divides the population into mutually exclusive strata and deliberately draws different proportions from each stratum — oversampling small or analytically important subgroups and undersampling large ones. Post-hoc weighting restores population-level representativeness when overall estimates are needed. First formalised by Jerzy Neyman in 1934, it is the standard approach when subgroup-level precision matters as much as total-population estimates.Weighted sampling is a probability-based design in which units are selected with unequal probabilities proportional to a known auxiliary measure of size or importance. Sampling weights — the inverse of inclusion probabilities — are applied during analysis so that each sampled unit correctly represents the population units it stands for. The approach underpins large-scale government, health, and social surveys where simple random sampling would be inefficient.
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ScholarGateSalīdzināt metodes: Disproportional Stratified Sampling · Weighted Sampling. Izgūts 2026-06-18 no https://scholargate.app/lv/compare