RMThreshold-package |
Signal-Noise Separation in Correlation Matrices by using Eigenvalue Spectrum Analysis |
add.Gaussian.noise |
Add Gaussian noise to a matrix |
create.rand.mat |
Create a real-valued, symmetric random matrix |
kb.distance |
Internal functions for the RMThreshold package |
kld |
Internal functions for the RMThreshold package |
rm.connections |
Create ordered list of largest matrix elements |
rm.denoise.mat |
Remove noise from a random matrix by applying a threshold |
rm.discard.zeros |
Discard rows and columns from a matrix that exclusively contain zero-valued off-diagonal matrix elements |
rm.distance.plot |
Internal functions for the RMThreshold package |
rm.ev.density |
Create a density plot and a histogram of the eigenvalue distribution |
rm.ev.unfold |
Internal functions for the RMThreshold package |
rm.exp.distrib |
Internal functions for the RMThreshold package |
rm.get.distance |
Internal functions for the RMThreshold package |
rm.get.file.extension |
Internal functions for the RMThreshold package |
rm.get.sparseness |
Internal functions for the RMThreshold package |
rm.get.threshold |
Estimate an objective threshold for signal-noise separation in random matrices |
rm.likelihood.plot |
Internal functions for the RMThreshold package |
rm.matrix.validation |
Validate input matrix prior to threshold computation |
rm.reorder.ev |
Internal functions for the RMThreshold package |
rm.show.plots |
Display a sequence of plots on screen |
rm.show.test |
Internal functions for the RMThreshold package |
rm.spacing.distribution |
Plot the empirical distribution of the eigenvalue spacings |
rm.spacing.scatter |
Internal functions for the RMThreshold package |
rm.sse |
Internal functions for the RMThreshold package |
rm.sse.plot |
Internal functions for the RMThreshold package |
rm.trapez.int |
Internal functions for the RMThreshold package |
rm.unfold.gauss |
Internal functions for the RMThreshold package |
rm.unfold.spline |
Internal functions for the RMThreshold package |
RMThreshold |
Signal-Noise Separation in Correlation Matrices by using Eigenvalue Spectrum Analysis |
wigner.semi.circle |
Internal functions for the RMThreshold package |
wigner.surmise |
Internal functions for the RMThreshold package |