Quantifying lost information due to covariance matrix estimation in parameter inference

Elena Sellentin, Alan F. Heavens

Parameter inference with an estimated covariance matrix systematically loses information due to the remaining uncertainty of the covariance matrix. Here, we quantify this loss of p…