Complex-Valued Lasso and Complex-Valued Graphical Lasso


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Documentation for package ‘cxreg’ version 1.0.0

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cxreg-package Complex-valued Lasso and graphical Lasso paths
buildPredmat Build Prediction Matrix
buildPredmat.default Build Prediction Matrix (Default Method)
cglasso fit a complex-valued graphical lasso
cglasso.path fit a complex-valued graphical Lasso for a path of lambda values
cglasso_example Example Data for CGLASSO
classo fit a complex-valued lasso
classo.control internal classo parameters
classo.path fit a complex-valued lasso for a path of lambda values
classo_example Example Data for CLASSO
coef.classo Extract coefficients from a classo object
coef.classo, Extract coefficients from a classo object
coef.cv.classo make predictions from a "cv.classo" object.
cv.classo Cross-validation for classo
cxreg Simulated data for the cxreg vignette
dft.X Discrete Fourier Transform of matrix X
fixm Fixes indices that fall outside the valid range '1:n' using circular (modulo) wrapping.
plot.cglasso plot heatmap from a "cglasso" object
plot.classo plot coefficients from a "classo" object
plot.cv.classo plot the cross-validation curve produced by cv.classo
predict.classo Extract coefficients from a classo object
predict.cv.classo make predictions from a "cv.classo" object.
print.classo print a classo object
print.cv.classo print a cross-validated classo object
x Simulated data for the cxreg vignette
y Simulated data for the cxreg vignette