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
objectpredict
qrglasso
.orthogonize_bspline
.## QuantRegGLasso 0.1.0 (Release date: 2024-01-05) #### Overview - Added a helper function to orthogonize B-splines |