/FMR-covariates-clustering

This project provides the R codes for the paper 'Analyzing covariate clustering effects in healthcare cost subgroups: insights and applications for prediction'

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FMR-covariates-clustering

This project provide the R codes for the paper 'Analyzing covariate clustering effects in healthcare cost subgroups: insights and applications for prediction'. This paper can be downloaded at https://arxiv.org/abs/2303.05793.

  • innerLayer-AMDD.r is the ADMM algorithm for the inner iteration.

  • outerLayer-EM is the EM algorithm for estimating the model parameters.

  • simulation-example shows the simulated examples in the section 4.

simulation-study

medical claim case