This paper treats the problem of estimating the inverse covariance matrix in an increasing dimension context …

The estimation of the inverse covariance matrix plays a crucial role in optimal portfolio choice. We propose a new … shrinkage directly to the inverse covariance matrix using two non-parametric methods. The first minimises the out …