Robust Methods

We will cover the following recipes in this chapter:

  • Robust linear regression
  • Estimating robust covariance matrices
  • Robust logistic regression
  • Robust ANOVA using the robust package
  • Robust principal components
  • Robust Gaussian mixture models with the qclust package
  • Robust clustering
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