In this release, we have deployed the package to CRAN following its standard procedures. The main features of this release include:
qrglasso: This function allows for model quantile regression by adaptively weighted group Lasso.
predict: Generate estimations.plot.qrglasso: Investigate BIC performance.plot.qrglasso.predict: Visualize estimations.orthogonize_bspline: Orthogonalize B-splines using the built-in function splines::bs.
plot.qrglasso function for displaying BIC w.r.t. hyperparameters via qrglasso object.plot.qrglasso.predict function for displaying top k coefficient functions via qrglasso.predict object.predict function for estimating top k coefficient functions via qrglasso objectpredictqrglasso.orthogonize_bspline.