Lightweight robust covariance estimation in Julia.

A package for robustly estimating covariance matrices of real-valued data.

Package Features

  • Standard corrected and uncorrected covariance estimators,
  • Linear and Nonlinear shrinkage estimators, including estimators for covariance matrices too large to store in dense form
  • Focus on speed and lightweight dependencies

Manual outline

Library Outline