Latent structureMultivariate analysis
稳健典型相关分析 (Robust CCA)
稳健典型相关分析通过用稳健估计量（例如最小协方差行列式 (MCD) 或 S 估计量）替换标准样本协方差矩阵，扩展了经典典型相关分析，从而使异常观测值不会扭曲两组变量之间估计的典型相关性和典型变量。
Method map
The neighbourhood of related methods — select a node to explore.
来源
- Croux, C. & Dehon, C. (2003). Robust estimation of the canonical correlations. Computational Statistics, 18(3), 555–569. link ↗
- Canonical correlation. Wikipedia. link ↗
如何引用本页
ScholarGate. (2026, June 3). Robust Canonical Correlation Analysis. ScholarGate. https://scholargate.app/zh/statistics/robust-canonical-correlation-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.
Compare side by side →发现本页有问题？报告或提出修改建议 →