Oellerer, Viktoria; Croux, Christophe - 2014
The dependency structure of multivariate data can be analyzed using the covariance matrix Σ. In many fields the precision matrix Σ−1 is even more informative. As the sample covariance estimator is singular in high-dimensions, it cannot be used to obtain a precision matrix estimator. A...