islasso-package |
The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression |
aic.islasso |
Optimization for the selection of the tuning parameter |
anova.islasso |
General Linear Combination method for 'islasso' objects |
breast |
Breast Cancer microarray experiment |
coef.islasso.path |
The Induced Smoothed lasso path |
confint.islasso |
confint method for 'islasso' objects |
cooks.distance.islasso |
The Induced Smoothed lasso |
deviance.islasso |
The Induced Smoothed lasso |
deviance.islasso.path |
The Induced Smoothed lasso path |
diabetes |
Blood and other measurements in diabetics |
extractAIC.islasso |
The Induced Smoothed lasso |
family.islasso |
The Induced Smoothed lasso |
fitted.islasso.path |
The Induced Smoothed lasso path |
formula.islasso |
The Induced Smoothed lasso |
GoF.islasso.path |
Optimization for the selection of the tuning parameter |
influence.islasso |
The Induced Smoothed lasso |
is.control |
Auxiliary for controlling islasso model fitting |
islasso |
The Induced Smoothed lasso |
islasso.fit |
The Induced Smoothed lasso |
islasso.path |
The Induced Smoothed lasso path |
islasso.path.fit |
The Induced Smoothed lasso path |
logLik.islasso |
The Induced Smoothed lasso |
logLik.islasso.path |
The Induced Smoothed lasso path |
model.frame.islasso |
The Induced Smoothed lasso |
model.matrix.islasso |
The Induced Smoothed lasso |
model.matrix.islasso.path |
The Induced Smoothed lasso path |
nobs.islasso |
The Induced Smoothed lasso |
plot.confint.islasso |
confint method for 'islasso' objects |
plot.islasso |
Diagnostics plots for Induced Smoothing Lasso Model |
plot.islasso.path |
plot coefficient profile from a fitted "islasso.path" object. |
predict.islasso |
Prediction method for islasso fitted objects |
predict.islasso.path |
Prediction method for islasso.path fitted objects |
print.anova.islasso |
General Linear Combination method for 'islasso' objects |
print.confint.islasso |
confint method for 'islasso' objects |
print.islasso |
The Induced Smoothed lasso |
print.islasso.path |
The Induced Smoothed lasso path |
print.logLik.islasso.path |
The Induced Smoothed lasso path |
print.summary.islasso |
summary method for islasso fitted objects |
print.summary.islasso.path |
summary method for islasso.path fitted objects |
Prostate |
Prostate Cancer Data |
residuals.islasso |
The Induced Smoothed lasso |
residuals.islasso.path |
The Induced Smoothed lasso path |
rstandard.islasso |
The Induced Smoothed lasso |
rstudent.islasso |
The Induced Smoothed lasso |
simulXy |
Simulate model matrix and response |
summary.islasso |
summary method for islasso fitted objects |
summary.islasso.path |
summary method for islasso.path fitted objects |
variable.names.islasso |
The Induced Smoothed lasso |
vcov.islasso |
The Induced Smoothed lasso |
weights.islasso |
The Induced Smoothed lasso |