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QuantRegGLasso 1.0.0 (Release Date: 2024-01-17)

Overview

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.

QuantRegGLasso 0.5.0 (Release Date: 2024-01-11)

Overview

• Added a plot.qrglasso function for displaying BIC w.r.t. hyperparameters via qrglasso object.

QuantRegGLasso 0.4.0 (Release Date: 2024-01-09)

Overview

• Added a plot.qrglasso.predict function for displaying top k coefficient functions via qrglasso.predict object.

QuantRegGLasso 0.3.0 (Release Date: 2024-01-08)

Overview

• Added a predict function for estimating top k coefficient functions via qrglasso object
• Added a helper function to meet the pre-conditions of predict

QuantRegGLasso 0.2.0 (Release Date: 2024-01-06)

Overview

• Added one-dimensional example code in the main function qrglasso.
• Improved code quality and increased code coverage for the helper function orthogonize_bspline.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.