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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)×Bootstrap i egër për inferencë në regresion×
FushaStatistikëStatistikë
FamiljaRegression modelRegression model
Viti i origjinës19871986
KrijuesiBradley EfronWu (1986); refined by Davidson & Flachaire (2008)
LlojiResampling confidence intervalResampling-based regression inference
Burimi themeluesEfron, B. (1987). Better Bootstrap Confidence Intervals. Journal of the American Statistical Association, 82(397), 171-185. DOI ↗Wu, C. F. J. (1986). Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis. Annals of Statistics, 14(4), 1261-1295. DOI ↗
Emërtime të tjeraBCa Bootstrap (Bias-Corrected Accelerated), bias-corrected accelerated bootstrap, BCa confidence intervalwild bootstrap, wild cluster bootstrap, Wu-Liu resampling, Wild Bootstrap
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.The wild bootstrap is a resampling method for regression models with heteroscedastic errors, introduced by Wu (1986) and refined by Davidson and Flachaire (2008). It builds a bootstrap distribution by rescaling each fitted residual with a random sign, so that standard errors and confidence intervals stay valid when the error variance is not constant or the data are clustered.
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ScholarGateKrahasoni metodat: BCa Bootstrap · Wild Bootstrap. Marrë më 2026-06-15 nga https://scholargate.app/sq/compare