Consider the long-run covariance matrix estimator for time series as proposed in Newey and West (1987). Ledoit and Wolf (2004) proposed an estimator for the covariance matrix (but not the long-run covariance matrix) based on shrinkage that is well-conditioned, and I would like a similar estimator for the long-run covariance matrix. Anyone aware of any papers addressing this?