Man pages for rqPen
Penalized Quantile Regression
| beta_plots | Plots of coefficients by lambda for cv.rq.group.pen and... |
| bytau.plot | Plot of how coefficients change with tau |
| bytau.plot.rq.pen.seq | Plot of how coefficients change with tau. |
| bytau.plot.rq.pen.seq.cv | Plot of coefficients varying by quantiles for rq.pen.seq.cv... |
| coef.cv.rq.group.pen | Coefficients from a cv.rq.group.pen object |
| coef.cv.rq.pen | Returns Coefficients of a cv.rq.pen object |
| coef.rq.pen.seq | Returns coefficients of a rq.pen.seq object |
| coef.rq.pen.seq.cv | Returns coefficients from a rq.pen.seq.cv object. |
| cv_plots | Plots of cross validation results as a function of lambda. |
| cv.rq.group.pen | Old cross validation function for group penalty |
| cv.rq.pen | Cross Validated quantile regression |
| plot.cv.rq.group.pen | Cross validation plot for cv.rq.group.pen object |
| plot.rq.pen.seq | Plot of coefficients of rq.pen.seq object as a function of... |
| plot.rq.pen.seq.cv | Plots cross validation results from a rq.pen.seq.cv object |
| predict.cv.rq.pen | Prediction for a cv.rq.pen object |
| predict.qic.select | Predictions from a qic.select object |
| predict.rq.pen | Prediction for a rq.pen object |
| predict.rq.pen.seq | Predictions from rq.pen.seq object |
| predict.rq.pen.seq.cv | Predictions from rq.pen.seq.cv object |
| print.cv.rq.pen | Prints a cv.rq.pen object. |
| print.qic.select | Print a qic.select object |
| print.rq.pen | Prints an rq.pen object |
| print.rq.pen.seq | Print a rq.pen.seq object |
| print.rq.pen.seq.cv | Prints a rq.pen.seq.cv object |
| qic | Calculate information criterion for penalized quantile... |
| QICD | Implements QICD algorithm |
| QICD.nonpen | Implements QICD algorithm with some variables not being... |
| qic.select | Select tuning parameters using IC |
| qic.select.rq.pen.seq | Select tuning parameters using IC |
| qic.select.rq.pen.seq.cv | Select tuning parameters using IC |
| rq.group.fit | Estimates a quantile regression model with a group penalized... |
| rq.group.pen | Fits quantile regression models using a group penalized... |
| rq.group.pen.cv | Performs cross validation for a group penalty. #' |
| rq.lasso.fit | Estimates a quantile regression model with a lasso penalized... |
| rq.nc.fit | Non-convex penalized quantile regression |
| rq.pen | Fit a quantile regression model using a penalized quantile... |
| rqPen | rqPen: A package for estimating quantile regression models... |
| rq.pen.cv | Does k-folds cross validation for rq.pen. If multiple values... |
