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msm-timeScales-ieb-ic-ckd

Repository for the paper Multi-state Models For Modeling Disease Histories Based On Longitudinal Data.

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├── code/
│   ├── simulations/
│   └── ukb/
└── results/
    ├── simulations/
    │   ├── figures/
    │   └── tables/
    └── ukb/
        ├── figures/
        └── tables/
  • code/simulations: contains the code to run the simulation studies in Section 4 of the paper
  • results/simulations: contains figures and tables from the simulation studies in Section 4 of the paper; including the full table of IEB results on correlations, effect size estimates, and bias for all DGPs, models, risk factor distributions, and risk factor effect sizes (ieb_coef_bias_cov_summary.csv)
  • code/ukb: contains the code to run the UK Biobank data analysis in Section 5 of the paper
  • results/ukb: contains figures and tables from the UK Biobank data analysis in Section 5 of the paper

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