Linearized Bregman Algorithms for Generalized Linear Models

Documentation for package ‘Libra’ version 1.7

cv.iss	CV for ISS
cv.lb	CV for lb
diabetes	Blood and other measurements in diabetics
ggm	Linearized Bregman solver for composite conditionally likelihood of Gaussian Graphical model with lasso penalty.
ising	Linearized Bregman solver for composite conditionally likelihood of Ising model with lasso penalty.
isingdata	Simulation data for Ising model
iss	ISS solver for linear model with lasso penalty
lb	Linearized Bregman solver for linear, binomial, multinomial models with lasso, group lasso or column lasso penalty.
plot.lb	Plot method for lb objects
potts	Linearized Bregman solver for composite conditionally likelihood of Potts model with lasso penalty and block-group penalty.
predict.lb	Predict method for lb objects
west10	Journey to the West, one of the Four Great Classical Novels of Chinese Literature by WU, Cheng'en.