The Induced Smoothed Lasso
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Documentation for package ‘islasso’ version 1.4.3
Help Pages
| islasso-package | The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression |
| AIC.islasso | The Induced Smoothed lasso |
| aic.islasso | Optimization for the selection of the tuning parameter |
| anova.islasso | General Linear Hypotheses method for 'islasso' objects |
| breast | Breast Cancer microarray experiment |
| coef.islasso | The Induced Smoothed lasso |
| coef.islasso.path | The Induced Smoothed lasso path |
| confint.islasso | confint method for 'islasso' objects |
| deviance.islasso | The Induced Smoothed lasso |
| deviance.islasso.path | The Induced Smoothed lasso path |
| diabetes | Blood and other measurements in diabetics |
| fitted.islasso | The Induced Smoothed lasso |
| fitted.islasso.path | The Induced Smoothed lasso path |
| GoF.islasso.path | Optimization for the selection of the tuning parameter |
| 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.matrix.islasso | The Induced Smoothed lasso |
| model.matrix.islasso.path | The Induced Smoothed lasso path |
| modelX | Simulate model matrix and response |
| 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 Hypotheses 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 | The Induced Smoothed lasso |
| 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 |
| simulXy | Simulate model matrix and response |
| summary.islasso | summary method for islasso fitted objects |
| summary.islasso.path | summary method for islasso.path fitted objects |
| vcov.islasso | The Induced Smoothed lasso |