Regression model
断点分析
断点分析量化了估计量在产生无意义结果之前能够容忍的异常值比例。该方法由 Hampel (1971) 和 Donoho 与 Huber (1983) 正式提出，是比较竞争性估计量稳健性的标准工具。
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Method map
The neighbourhood of related methods — select a node to explore.
来源
- Donoho, D. L. & Huber, P. J. (1983). The Notion of Breakdown Point. In A Festschrift for Erich L. Lehmann (pp. 157-184). Wadsworth. link ↗
- Hampel, F. R. (1971). A General Qualitative Definition of Robustness. Annals of Mathematical Statistics, 42(6), 1887-1896. DOI: 10.1214/aoms/1177693054 ↗
如何引用本页
ScholarGate. (2026, June 1). Breakdown Point Analysis of Estimators. ScholarGate. https://scholargate.app/zh/statistics/breakdown-point-analysis
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- Bootstrap Inference统计学↔ compare
- 异方差稳健 (HC) 标准误统计学↔ compare
- 普通最小二乘法 (OLS) 回归计量经济学↔ compare
- 分位数回归计量经济学↔ compare
- 稳健判别分析统计学↔ compare