Man pages for tathagatabasu/bootlasso
Boot-strap Method for LASSO

bootlasso	bootlasso: This package is for computation with LASSO
boot.lasso	Bootstrap for LASSO.
cd_optim	Co-ordinate descent optimization.
cv.lasso	Cross-validation
cv.mse	Root mean-squared error
cv.plot	Cross-validation plot
cv.random.partition	Random partition
example.boot	Example
example.cv	Example
example.imp	Example
example_lasso_1	Example
example_lasso_2	Example
example.sensitivity	Example
imp.lasso	Lower and upper estimates of LASSO coefficients
imp.lasso.tuning	Tuning of LASSO coefficients bounds
lasso_cd	Coefficient path (cd)
lasso_cd_plot	cd plot
lasso_df	LASSO penalty subgradient (Note: not actual gradient.)
lasso_f	LASSO penalty term
lasso_optim_cd	LASSO optimization using co-ordinate descent
lasso_optim_pg	LASSO optimization (proximal gradient)
lasso_optim_sg	LASSO optimization (sub-gradient method)
lasso_p	Proximal operator for lasso_f.
lasso_pg	Coefficient path (pg)
lasso_pg_plot	pg plot
lasso_sg	Coefficient path (sg)
lasso_sg_plot	sg Plot
opt_ts	Sequence of step sizes for optimization.
pg_optim	Proximal gradient optimization.
sensitivity.lasso	Perturbation of weights
sg_optim	Sub-gradient optimization.
soft	Soft threshold operator
square_df	OLS differential
square_f	OLS term
square_lasso_df	LASSO sub-gradient
square_lasso_f	LASSO objective
st_f	CD LASSO Soft Threshold term