Package: NAPrior 0.2.0

Chunyi Zhang
NAPrior: Network Meta-Analytic Predictive Prior for Mid-Trial SoC Changes
Implements the Network meta-Analytic Predictive (NAP) prior framework to accommodate changes in the standard of care (SoC) during ongoing randomized controlled trials (RCTs). The method synthesizes pre- and post-change in-trial data by leveraging external evidence, particularly head-to-head trials comparing the original and new standards of care, to bridge the two evidence periods and enable principled borrowing. The package provides utilities to construct NAP-based priors and perform Bayesian inference for time-to-event endpoints using summarized trial evidence.
Authors:
NAPrior_0.2.0.tar.gz
NAPrior_0.2.0.tar.gz(r-4.7-any)NAPrior_0.2.0.tar.gz(r-4.6-any)
NAPrior_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
NAPrior/json (API)
| # Install 'NAPrior' in R: |
| install.packages('NAPrior', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:805745c807. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 146 | ||
| source / vignettes | OK | 190 | ||
| linux-release-x86_64 | OK | 124 | ||
| wasm-release | OK | 111 |
Exports:NAP_ocNAP_posteriorNAP_priorpost_wtune_param_eNAP
Dependencies:abindbootclicodadigestdplyrgenericsgluelatticelifecyclemagrittrmathjaxrMatrixmetadatmetafornlmenumDerivpbapplypillarpkgconfigpurrrR2jagsR2WinBUGSR6rjagsrlangstringistringrsurvivaltibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Simulation for operating-characteristics applying NAP-based priors | NAP_oc |
| Conduct posterior inference with NAP-based priors | NAP_posterior |
| NAP_prior: Derive NAP/mNAP/eNAP priors | NAP_prior |
| Posterior mixture weight calculation | post_w |
| Calibrate (a, b) for eNAP prior | tune_param_eNAP |