Krahasoni metodat
Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.
| Bootstrap Parametrik× | Bootstrap BCa (i.e. me korrigjim-bize dhe i përshpejtuar)× | |
|---|---|---|
| Fusha | Statistikë | Statistikë |
| Familja | Regression model | Regression model |
| Viti i origjinës≠ | 1993 | 1987 |
| Krijuesi≠ | Efron & Tibshirani; Davison & Hinkley | Bradley Efron |
| Lloji≠ | Resampling-based inference (model-based) | Resampling confidence interval |
| Burimi themelues≠ | Efron, B. & Tibshirani, R. J. (1993). An Introduction to the Bootstrap. CRC Press. ISBN: 978-0412042317 | Efron, B. (1987). Better Bootstrap Confidence Intervals. Journal of the American Statistical Association, 82(397), 171-185. DOI ↗ |
| Emërtime të tjera | parametrik bootstrap, model-based bootstrap, parametric resampling | BCa Bootstrap (Bias-Corrected Accelerated), bias-corrected accelerated bootstrap, BCa confidence interval |
| Të lidhura | 5 | 5 |
| Përmbledhja≠ | The parametric bootstrap is a resampling method that estimates standard errors and confidence intervals by drawing repeated samples from a parametric model that has been fitted to the data. Developed in the bootstrap literature of Efron and Tibshirani (1993) and Davison and Hinkley (1997), it replaces analytic derivations for non-normal distributions and complex statistics. | The 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. |
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