Hypothesis testClassical statistics
稳健描述性统计
稳健描述性统计使用即使在数据中存在一部分异常值或严重偏离正态性的情况下仍有意义的度量来总结数据集的位置、离散程度和形状。核心工具包括中位数、修剪均值、四分位距（IQR）和中位数绝对偏差（MAD），它们都能够抵抗会扭曲经典均值和标准差的污染。
阅读完整方法
仅限会员
登录使用免费账户登录即可阅读本节。
Method map
The neighbourhood of related methods — select a node to explore.
来源
- Tukey, J. W. (1977). Exploratory Data Analysis. Addison-Wesley. ISBN: 978-0201076165
- Huber, P. J., & Ronchetti, E. M. (2009). Robust Statistics (2nd ed.). Wiley. ISBN: 978-0470129906
如何引用本页
ScholarGate. (2026, June 3). Robust Descriptive Statistics. ScholarGate. https://scholargate.app/zh/statistics/robust-descriptive-statistics
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.
Compare side by side →