Package: tipmap 0.5.3

Christian Stock

tipmap: Tipping Point Analysis for Bayesian Dynamic Borrowing

Tipping point analysis for clinical trials that employ Bayesian dynamic borrowing via robust meta-analytic predictive (MAP) priors. Further functions facilitate expert elicitation of a primary weight of the informative component of the robust MAP prior and computation of operating characteristics. Intended use is the planning, analysis and interpretation of extrapolation studies in pediatric drug development, but applicability is generally wider.

Authors:Christian Stock [aut, cre], Morten Dreher [aut], Emma Torrini [ctb], Boehringer Ingelheim Pharma GmbH & Co. KG [cph, fnd]

tipmap_0.5.3.tar.gz
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tipmap.pdf |tipmap.html✨
tipmap/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/boehringer-ingelheim/tipmap/issues

Pkgdown site:https://boehringer-ingelheim.github.io

On CRAN:

bayesian-borrowingbayesian-methodsclinical-trialevidence-synthesisextrapolationpediatricspharmaceutical-developmentprior-elicitationtipping-pointweighting

4.86 score 2 stars 12 scripts 207 downloads 17 exports 74 dependencies

Last updated 10 months agofrom:99e6c7c65d. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 05 2025
R-4.5-winOKJan 05 2025
R-4.5-linuxOKJan 05 2025
R-4.4-winOKJan 05 2025
R-4.4-macOKJan 05 2025
R-4.3-winOKJan 05 2025
R-4.3-macOKJan 05 2025

Exports:create_new_trial_datacreate_posterior_datacreate_prior_datacreate_tipmap_datadraw_beta_mixture_nsamplesfit_beta_1expfit_beta_mult_expget_cum_probs_1expget_model_input_1expget_posterior_by_weightget_summary_mult_expget_tipping_pointsload_tipmap_dataoc_biasoc_coverageoc_postipmap_plot

Dependencies:abindassertthatbackportsbayesplotBHcallrcheckmateclicodacodetoolscolorspacedescdigestdistributionaldplyrfansifarverFormulafurrrfuturegenericsggplot2ggridgesglobalsgluegridExtragtableinlineisobandlabelinglatticelifecyclelistenvloomagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmenumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6RBesTRColorBrewerRcppRcppEigenRcppParallelreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithr

Specifying a primary weight of the informative prior component

Christian Stock

Rendered fromexpert_elicitation.Rmdusingknitr::rmarkdownon Jan 05 2025.

Last update: 2023-07-26
Started: 2023-04-20

Introduction to the 'tipmap' package

Christian Stock

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Jan 05 2025.

Last update: 2024-02-08
Started: 2023-01-28