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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.

QuantRegGLasso 0.1.0 (Release date: 2024-01-05)

Overview

  • Added a helper function to orthogonize B-splines