Iterative PSD Shrinkage (IPS)

**UPDATE: it was recently brought to my attention by Roman Rubsamen who does an excellent job of curating the large body of research in optimization and mathematics and of Portfolio Optimizer that the same general methodology was created and extensively tested by Higham in 2016 (the shrinkage targets in IPS and correlation thresholds are different). [ ]