Package: SAMprior 1.1.1

SAMprior: Self-Adapting Mixture (SAM) Priors

Implementation of the SAM prior and generation of its operating characteristics for dynamically borrowing information from historical data. For details, please refer to Yang et al. (2023) <doi:10.1111/biom.13927>.

Authors:Peng Yang [aut, cre], Ying Yuan [aut]

SAMprior_1.1.1.tar.gz
SAMprior_1.1.1.zip(r-4.5)SAMprior_1.1.1.zip(r-4.4)SAMprior_1.1.1.zip(r-4.3)
SAMprior_1.1.1.tgz(r-4.4-any)SAMprior_1.1.1.tgz(r-4.3-any)
SAMprior_1.1.1.tar.gz(r-4.5-noble)SAMprior_1.1.1.tar.gz(r-4.4-noble)
SAMprior_1.1.1.tgz(r-4.4-emscripten)SAMprior_1.1.1.tgz(r-4.3-emscripten)
SAMprior.pdf |SAMprior.html✨
SAMprior/json (API)
NEWS

# Install 'SAMprior' in R:

install.packages('SAMprior', repos = c('https://pengyang0411.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pengyang0411/samprior/issues

On CRAN:

4.00 score 4 scripts 163 downloads 3 exports 66 dependencies

Last updated 1 years agofrom:a9c7e1e017. Checks:OK: 5 NOTE: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 25 2024
R-4.5-win	NOTE	Oct 25 2024
R-4.5-linux	NOTE	Oct 25 2024
R-4.4-win	OK	Oct 25 2024
R-4.4-mac	OK	Oct 25 2024
R-4.3-win	OK	Oct 25 2024
R-4.3-mac	OK	Oct 25 2024

Exports:get_OC SAM_prior SAM_weight

Dependencies:abind assertthat backports bayesplot BH callr checkmate cli colorspace desc distributional dplyr fansi farver Formula generics ggplot2 ggridges glue gridExtra gtable inline isoband labeling lattice lifecycle loo magrittr MASS Matrix matrixStats Metrics mgcv munsell mvtnorm nlme numDeriv pillar pkgbuild pkgconfig plyr posterior processx ps QuickJSR R6 RBesT RColorBrewer Rcpp RcppEigen RcppParallel reshape2 rlang rstan rstantools scales StanHeaders stringi stringr tensorA tibble tidyselect utf8 vctrs viridisLite withr

SAMprior for Binary Endpoints

Peng Yang and Ying Yuan

Rendered fromExample_binary.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2023-09-30
Started: 2023-08-02

SAMprior for Continuous Endpoints

Peng Yang and Ying Yuan

Rendered fromExample_continuous.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2023-09-30
Started: 2023-08-02

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Generating Operating Characteristics of SAM Priors	get_OC get_OC.betaMix get_OC.normMix
Calculating SAM priors	SAM_prior SAM_prior.betaMix SAM_prior.gammaMix SAM_prior.normMix
Calculating Mixture Weight of SAM Priors	SAM_weight SAM_weight.betaMix SAM_weight.gammaMix SAM_weight.normMix