Confidence intervals for high-dimensional inverse covariance estimation

Jana Jankova, Sara van de Geer

We propose methodology for statistical inference for low-dimensional parameters of sparse precision matrices in a high-dimensional setting. Our method leads to a non-sparse estimat…