Package: crm12Comb 0.1.8

Junying Wang

crm12Comb: Phase I/II CRM Based Drug Combination Design

Implements the adaptive designs for integrated phase I/II trials of drug combinations via continual reassessment method (CRM) to evaluate toxicity and efficacy simultaneously for each enrolled patient cohort based on Bayesian inference. It supports patients assignment guidance in a single trial using current enrolled data, as well as conducting extensive simulation studies to evaluate operating characteristics before the trial starts. It includes various link functions such as empiric, one-parameter logistic, two-parameter logistic, and hyperbolic tangent, as well as considering multiple prior distributions of the parameters like normal distribution, gamma distribution and exponential distribution to accommodate diverse clinical scenarios. Method using Bayesian framework with empiric link function is described in: Wages and Conaway (2014) <doi:10.1002/sim.6097>.

Authors:Junying Wang [cre, aut], Song Wu [aut], Jie Yang [aut]

crm12Comb_0.1.8.tar.gz
crm12Comb_0.1.8.tar.gz(r-4.5-noble)crm12Comb_0.1.8.tar.gz(r-4.4-noble)
crm12Comb_0.1.8.tgz(r-4.4-emscripten)crm12Comb_0.1.8.tgz(r-4.3-emscripten)
crm12Comb.pdf |crm12Comb.html
crm12Comb/json (API)

# Install 'crm12Comb' in R:
install.packages('crm12Comb', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

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

2.70 score 2 scripts 203 downloads 20 exports 38 dependencies

Last updated 12 days agofrom:62a9dec299. Checks:OK: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 04 2024
R-4.5-linuxOKNov 04 2024

Exports:doseComb_to_matefficacy_estempiric_GammaPriorLikelihoodempiric_NormalPriorLikelihoodenroll_patient_plotget_orderinglogisticOnePara_GammaPriorLikelihoodlogisticOnePara_NormalPriorLikelihoodlogisticTwoPara_GammaPriorLikelihoodlogisticTwoPara_NormalPriorLikelihoodmaximization_phaseODC_plotpatient_allocation_plotpriorSkeletonsrandomization_phaserBin2Corrsample_plotSIM_phase_I_IItanh_ExpPriorLikelihoodtoxicity_est

Dependencies:clicolorspacecpp11dplyrfansifarvergenericsggforceggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpolyclipR6RColorBrewerRcppRcppEigenrlangscalessystemfontstibbletidyselecttweenrutf8vctrsviridisLitewithr

crm12Comb: R Package of Phase I/II Adaptive Design for Drug Combinations based on CRM Design

Rendered fromcrm12Comb.Rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2024-11-03
Started: 2024-05-03