NEWS.md

In TRexSelector: T-Rex Selector: High-Dimensional Variable Selection & FDR Control

Changes in TRexSelector version 1.0.0 2024-02-23

• Package update (stable version):

• Update supporting scientific papers.

• Add new methods and extensions of the T-Rex selector (e.g., dependency-aware T-Rex, Screen-T-Rex, etc.).
• Polish previous version.

Changes in TRexSelector version 0.0.1 2022-08-15

• First release:

• Polish pre-release version.

Changes in TRexSelector version 0.0.0.9000 2022-06-13

• Initial pre-release version contains five major functions for executing the T-Rex selector (and/or executing its major building blocks separately):

  • trex();
  • random_experiments();
  • lm_dummy();
  • add_dummies(); and
  • add_dummies_GVS().

• It includes two functions for computing the false discovery proportion (FDP) and the true positive proportion (TPP):

  • FDP(); and
  • TPP().

• It includes three non-exported helper functions:

• fdp_hat();

• Phi_prime_fun(); and

• select_var_fun().

• Vignette illustrates how the TRexSelector package is used.

TRexSelector documentation built on May 29, 2024, 2:57 a.m.