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Boxplot Adattato per Distribuzioni Asimmetriche×Inferenza Bootstrap×Ricalcolo del Jackknife×
CampoStatisticaStatisticaStatistica
FamigliaRegression modelRegression modelRegression model
Anno di origine200819791956
IdeatoreHubert & VandervierenBradley EfronQuenouille (1956); reviewed by Miller (1974)
TipoRobust outlier detection / descriptive visualizationResampling-based inferenceResampling / bias and variance estimation
Fonte seminaleHubert, M. & Vandervieren, E. (2008). An Adjusted Boxplot for Skewed Distributions. Computational Statistics & Data Analysis, 52(12), 5186-5201. DOI ↗Efron, B. (1979). Bootstrap Methods: Another Look at the Jackknife. Annals of Statistics, 7(1), 1-26. DOI ↗Quenouille, M. H. (1956). Notes on Bias in Estimation. Biometrika, 43(3/4), 353-360. DOI ↗
Aliasadjusted box plot, medcouple boxplot, skewness-adjusted boxplot, Düzeltilmiş Kutu Grafiği (Adjusted Boxplot)bootstrap, bootstrap resampling, nonparametric bootstrap, Bootstrap Çıkarımıleave-one-out resampling, Quenouille-Tukey jackknife, delete-one jackknife, Jackknife Yeniden Örnekleme
Correlati555
SintesiThe Adjusted Boxplot is a robust descriptive tool introduced by Hubert and Vandervieren (2008) that corrects the classical IQR-based boxplot for skewness using the medcouple statistic, reducing the false labelling of outliers in asymmetric data.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.The jackknife is a classical resampling method that estimates the bias and variance of a statistic by systematically recomputing it with one observation left out at a time. Introduced by Quenouille in 1956 and later reviewed by Miller in 1974, it predates the bootstrap and remains a simple, deterministic tool for assessing estimator stability.
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ScholarGateConfronta i metodi: Adjusted Boxplot · Bootstrap Inference · Jackknife. Consultato il 2026-06-17 da https://scholargate.app/it/compare