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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Bootstrap BCa (i.e. me korrigjim-bize dhe i përshpejtuar)×Inferenca Bootstrap×
FushaStatistikëStatistikë
FamiljaRegression modelRegression model
Viti i origjinës19871979
KrijuesiBradley EfronBradley Efron
LlojiResampling confidence intervalResampling-based inference
Burimi themeluesEfron, B. (1987). Better Bootstrap Confidence Intervals. Journal of the American Statistical Association, 82(397), 171-185. DOI ↗Efron, B. (1979). Bootstrap Methods: Another Look at the Jackknife. Annals of Statistics, 7(1), 1-26. DOI ↗
Emërtime të tjeraBCa Bootstrap (Bias-Corrected Accelerated), bias-corrected accelerated bootstrap, BCa confidence intervalbootstrap, bootstrap resampling, nonparametric bootstrap, Bootstrap Çıkarımı
Të lidhura55
PërmbledhjaThe BCa bootstrap is a resampling method, introduced by Bradley Efron in 1987, that produces more accurate confidence intervals than the plain percentile bootstrap by applying a bias correction and an acceleration adjustment. It is recommended for skewed distributions and small samples.Bootstrap inference, introduced by Bradley Efron in 1979, estimates the sampling distribution of a statistic by repeatedly resampling the observed data with replacement. It requires no distributional assumption and produces reliable confidence intervals even in small samples.
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  1. v1
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ScholarGateKrahasoni metodat: BCa Bootstrap · Bootstrap Inference. Marrë më 2026-06-15 nga https://scholargate.app/sq/compare