A simple more general boxplot method for identifying outliers
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- A.C. Kimber, 1990. "Exploratory Data Analysis for Possibly Censored Data from Skewed Distributions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 39(1), pages 21-30, March.
- Kay I. Penny, 1996. "Appropriate Critical Values When Testing for a Single Multivariate Outlier by Using the Mahalanobis Distance," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 45(1), pages 73-81, March.
- Carling, Kenneth, 2000. "Resistant outlier rules and the non-Gaussian case," Computational Statistics & Data Analysis, Elsevier, vol. 33(3), pages 249-258, May.
- J. Bacon‐Shone & W. K. Fung, 1987. "A New Graphical Method for Detecting Single and Multiple Outliers in Univariate and Multivariate Data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 36(2), pages 153-162, June.
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