方法证据记录
MAD Estimation
Median Absolute Deviation estimation is a robust measure of statistical dispersion that replaces the standard deviation when outliers are present. Rooted in the influence-curve framework formalised by Hampel (1974), it summarises the spread of a continuous variable using medians instead of means, so a single extreme value cannot distort the result.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
Median Absolute Deviation Estimation
分类方法记录 · regression-model / statistics
- Hampel, F. R. (1974). The Influence Curve and Its Role in Robust Estimation. Journal of the American Statistical Association, 69(346), 383-393. · DOI 10.1080/01621459.1974.10482962
- Rousseeuw, P. J. & Croux, C. (1993). Alternatives to the Median Absolute Deviation. Journal of the American Statistical Association, 88(424), 1273-1283. · DOI 10.1080/01621459.1993.10476408
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