R package nlshrink: Non-Linear Shrinkage Estimation of Population Eigenvalues and Covariance Matrices. Non-linear shrinkage estimation of population eigenvalues and covariance matrices, based on publications by Ledoit and Wolf (2004, 2015, 2016).