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RMT4DS

Computation of Random Matrix Models

We generate random variables following general Marchenko-Pastur distribution and Tracy-Widom distribution. We compute limits and distributions of eigenvalues and generalized components of spiked covariance matrices. We give estimation of all population eigenvalues of spiked covariance matrix model. We give tests of population covariance matrix. We also perform matrix denoising for signal-plus-noise model.

Versions across snapshots

VersionRepositoryFileSize
0.0.1 rolling linux/jammy R-4.5 RMT4DS_0.0.1.tar.gz 102.8 KiB
0.0.1 rolling linux/noble R-4.5 RMT4DS_0.0.1.tar.gz 102.7 KiB
0.0.1 rolling source/ R- RMT4DS_0.0.1.tar.gz 18.8 KiB
0.0.1 latest linux/jammy R-4.5 RMT4DS_0.0.1.tar.gz 102.8 KiB
0.0.1 latest linux/noble R-4.5 RMT4DS_0.0.1.tar.gz 102.7 KiB
0.0.1 latest source/ R- RMT4DS_0.0.1.tar.gz 18.8 KiB
0.0.1 2026-04-26 source/ R- RMT4DS_0.0.1.tar.gz 18.8 KiB
0.0.1 2026-04-23 source/ R- RMT4DS_0.0.1.tar.gz 18.8 KiB
0.0.1 2026-04-09 windows/windows R-4.5 RMT4DS_0.0.1.zip 106.0 KiB
0.0.1 2025-04-20 source/ R- RMT4DS_0.0.1.tar.gz 18.8 KiB

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