Statistical Performance Measures to Evaluate Covariance Matrix Estimates


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Documentation for package ‘StatPerMeCo’ version 0.1.0

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Asymm Asymmetric loss function
dM1 Distance measure defined in Eq. (3.1) of Li et al. (2016)
dMA Discrepancy measure defined in Eq. (4.2) of Li et al. (2016)
Frobenius Frobenius distance
LE Euclidean distance
Leig Eigenvalue loss function
Lelw Loss function defined in Eq. (4.6) of Engle et al. (2016)
MAE Mean Absolute Error
MSE Mean Square Error
StatPerMeas Statistical performance measures to evaluate conditional covariance matrix estimates.
Stein Stein loss function.