Improved Covariance Matrix Estimator using Shrinkage Transformation and Random Matrix Theory

Samruddhi Deshmukh, Amartansh Dubey

One of the major challenges in multivariate analysis is the estimation of population covariance matrix from sample covariance matrix (SCM). Most recent covariance matrix estimators…