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HDSL

These are the code files for the paper "Low-rank assisted high-dimensional subgroup learning".

The programs contain three parts:

  • simulation_setting.R: Generate simulation data for Scenario 1–5.
  • HDSL.R: Code for estimating HDSL, HDSLV and FMMENET models, as well as for evaluating the results and performing prediction.
  • example.R: Example usage script.

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The R code for paper `Low-rank assisted high-dimensional subgroup learning'.

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