Package: crm12Comb 0.1.8
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:
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')) |
- examples_results - Output dataset for examples given list of inputs
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 12 days agofrom:62a9dec299. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 04 2024 |
R-4.5-linux | OK | Nov 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