Nuclear Penalized Multinomial Regression

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Documentation for package ‘npmr’ version 1.3.1

• DESCRIPTION file.

Help Pages

npmr-package	Nuclear penalized multinomial regression
cv.npmr	Cross-validated nuclear penalized multinomial regression
logL	Log-likelihood for multinomial regression model
npmr	Nuclear penalized multinomial regression
nuclear	Nuclear norm of a matrix
objective	NPMR objective function
objectiveFast	Shortcut computation for NPMR objective function
PGDnpmr	Proximal gradient descent for nuclear penalized multinomial regression
plot.cv.npmr	Visualize the regression coefficient matrix fit by cross-validated NPMR
plot.npmr	Visualize the regression coefficient matrix fit by cross-validated NPMR
predict.cv.npmr	Make predictions from a "cv.npmr" object
predict.npmr	Make predictions from a "npmr" object
print.cv.npmr	summarize a "cv.npmr" object
print.npmr	Summarize a "npmr" object
prox	Proximal operator for nuclear norm
Vowel	Vowel Recognition