Computation of Random Matrix Models


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Documentation for package ‘RMT4DS’ version 0.0.1

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CovarianceTest High-dimensional Covariance Test
cov_spike Limits in High-dimensional Sample Covariance
dgmp General Marchenko-Pastur Distribution
dWishartMax The Wishart Maximum Eigenvalue Distribution
GetRank Signal-Plus-Noise Models
MomentEst Estimation of the Spectrum of Population Covariance Matrix
MPEst Estimation of the Spectrum of Population Covariance Matrix
MP_vector_dist Limits in High-dimensional Sample Covariance
MultiSampleCovTest High-dimensional Covariance Test
OneSampleCovTest High-dimensional Covariance Test
pgmp General Marchenko-Pastur Distribution
pWishartMax The Wishart Maximum Eigenvalue Distribution
qgmp General Marchenko-Pastur Distribution
quadratic Limits in High-dimensional Sample Covariance
qWishartMax The Wishart Maximum Eigenvalue Distribution
rgmp General Marchenko-Pastur Distribution
rWishartMax The Wishart Maximum Eigenvalue Distribution
ScreeNot Signal-Plus-Noise Models
signal_value Signal-Plus-Noise Models
signal_vector Signal-Plus-Noise Models
StepWiseSVD Signal-Plus-Noise Models
TwoSampleCovTest High-dimensional Covariance Test