High-Dimensional Regression with Measurement Error

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Documentation for package ‘hdme’ version 0.6.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

coef.corrected_lasso	Extract Coefficients of a Corrected Lasso object
coef.gds	Extract Coefficients of a Generalized Dantzig Selector Object
coef.gmus	Extract Coefficients of a GMUS object
coef.gmu_lasso	Extract Coefficients of a GMU Lasso object
corrected_lasso	Corrected Lasso
cv_corrected_lasso	Cross-validated Corrected lasso
cv_gds	Cross-Validated Generalized Dantzig Selector
gds	Generalized Dantzig Selector
gmus	Generalized Matrix Uncertainty Selector
gmu_lasso	Generalized Matrix Uncertainty Lasso
mus	Matrix Uncertainty Selector
plot.corrected_lasso	plot.corrected_lasso
plot.cv_corrected_lasso	plot.cv_corrected_lasso
plot.cv_gds	plot.cv_gds
plot.gds	Plot the estimates returned by gds
plot.gmus	Plot the estimates returned by gmus and mus
plot.gmu_lasso	Plot the estimates returned by gmu_lasso
print.corrected_lasso	Print a Corrected Lasso object
print.cv_corrected_lasso	Print a Cross-Validated Corrected Lasso object
print.cv_gds	Print a Cross-Validated GDS Object
print.gds	Print a Generalized Dantzig Selector Object
print.gmus	Print a GMUS object
print.gmu_lasso	Print a GMU Lasso object