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Phase I dose-finding practice

A small R project for practicing phase I dose finding with the continual reassessment method (CRM), BMA-CRM, and two-drug combination BOIN.

Files

  • CRM/CRM.Rmd: CRM, skeleton, MCMC, and BMA-CRM experiment
  • CRM/R/crm_functions.R: commented CRM functions
  • Drug_combo_Boin/Drug_combo_Boin.Rmd: combination-BOIN simulation study
  • Drug_combo_Boin/R/drug_combo_boin_functions.R: commented combination-BOIN functions
  • Drug_combo_Boin/Drug_combo_Boin.html: rendered combination-BOIN report

Open phase1-dose-finding.Rproj, then open either R Markdown file. Run an individual chunk with its green play button or render the full notebook with Knit.

From the project root, the combination report can also be rebuilt with:

rmarkdown::render("Drug_combo_Boin/Drug_combo_Boin.Rmd")

The exercises use base R plus knitr and rmarkdown; no dose-finding package is required. The implementations are educational and are not validated software for conducting a clinical trial.

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