Package: FBCRM 1.1

Andrew G Chapple

FBCRM: Phase I Optimal Dose Assignment using the FBCRM and MFBCRM Methods

Performs dose assignment and trial simulation for the FBCRM (Fully Bayesian Continual Reassessment Method) and MFBCRM (Mixture Fully Bayesian Continual Reassessment Method) phase I clinical trial designs. These trial designs extend the Continual Reassessment Method (CRM) and Bayesian Model Averaging Continual Reassessment Method (BMA-CRM) by allowing the prior toxicity skeleton itself to be random, with posterior distributions obtained from Markov Chain Monte Carlo. On average, the FBCRM and MFBCRM methods outperformed the CRM and BMA-CRM methods in terms of selecting an optimal dose level across thousands of randomly generated simulation scenarios. Details on the methods and results of this simulation study are available on request, and the manuscript is currently under review.

Authors:Soham Mahato [aut], Andrew G Chapple [aut, cre]

FBCRM_1.1.tar.gz
FBCRM_1.1.tar.gz(r-4.5-noble)FBCRM_1.1.tar.gz(r-4.4-noble)
FBCRM_1.1.tgz(r-4.4-emscripten)FBCRM_1.1.tgz(r-4.3-emscripten)
FBCRM.pdf |FBCRM.html
FBCRM/json (API)

# Install 'FBCRM' in R:
install.packages('FBCRM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.00 score 161 downloads 4 exports 2 dependencies

Last updated 2 years agofrom:40eb11978c. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 01 2024
R-4.5-linux-x86_64OKDec 01 2024

Exports:FBCRMSimTrialGetFBCRMGetMFBCRMMFBCRMSimTrial

Dependencies:RcppRcppArmadillo