This package is considered a duplicate. The official version of this package is found at:https://piodag.r-universe.dev/rstanbdp

Package: rstanbdp 0.0.3

Giorgio Pioda

rstanbdp: Bayesian Deming Regression for Method Comparison

Regression methods to quantify the relation between two measurement methods are provided by this package. The focus is on a Bayesian Deming regressions family. With a Bayesian method the Deming regression can be run in a traditional fashion or can be run in a robust way just decreasing the degree of freedom d.f. of the sampling distribution. With d.f. = 1 an extremely robust Cauchy distribution can be sampled. Moreover, models for dealing with heteroscedastic data are also provided. For reference see G. Pioda (2024) <https://piodag.github.io/bd1/>.

Authors:Giorgio Pioda [aut, cre]

rstanbdp_0.0.3.tar.gz
rstanbdp_0.0.3.zip(r-4.7-x86_64)rstanbdp_0.0.3.zip(r-4.7-arm64)rstanbdp_0.0.3.zip(r-4.6-x86_64)rstanbdp_0.0.3.zip(r-4.6-arm64)
rstanbdp_0.0.3.tar.gz(r-4.7-arm64)rstanbdp_0.0.3.tar.gz(r-4.7-x86_64)rstanbdp_0.0.3.tar.gz(r-4.6-arm64)rstanbdp_0.0.3.tar.gz(r-4.6-x86_64)
rstanbdp_0.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
rstanbdp/json (API)

# Install 'rstanbdp' in R:

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

Uses libs:

onetbb– Parallelism library for C++
c++– GNU Standard C++ Library v3

Datasets:

glycHem - Method comparison of glycated hemoglobin measurement

On CRAN:

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

onetbb cpp

1.70 score 3 scripts 272 downloads 10 exports 104 dependencies

Last updated from:71cba7987d. Checks:10 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	409
linux-devel-x86_64	OK	476
source / vignettes	OK	450
linux-release-arm64	OK	420
linux-release-x86_64	OK	438
windows-devel-arm64	OK	473
windows-devel-x86_64	OK	492
windows-release-arm64	OK	438
windows-release-x86_64	OK	589
wasm-release	OK	321

Exports:bdpCalcResponse bdpExtract bdpPairs bdpPlot bdpPlotBE bdpPlotResiduals bdpPrint bdpreg bdpSummary bdpTraceplot

Dependencies:abind askpass backports base64enc bayestestR BH bslib cachem callr checkmate cli cpp11 crosstalk curl data.table datawizard DEoptimR desc digest distributional dplyr evaluate farver fastmap fontawesome fs generics ggplot2 glue gridExtra gtable highr htmltools htmlwidgets httr inline insight isoband jquerylib jsonlite kernlab KernSmooth knitr labeling later lattice lazyeval lifecycle loo magrittr MASS Matrix matrixStats memoise mime mixtools mvtnorm nlme numDeriv openssl otel pcaPP pillar pkgbuild pkgconfig plotly posterior processx promises ps purrr QuickJSR R6 rappdirs RColorBrewer Rcpp RcppEigen RcppParallel rlang rmarkdown robustbase rrcov rstan rstantools S7 sass scales segmented StanHeaders stringi stringr survival sys tensorA tibble tidyr tidyselect tinytex utf8 vctrs viridisLite withr xfun yaml

Help page	Topics
The 'rstanbdp' package.	rstanbdp-package rstanbdp
Plot the calculated Y response with CI from the full Bayesian posterior distribution	bdpCalcResponse
Extract relevant data from the Bayesian Deming regression	bdpExtract
Pairs plot of the full posterior predictors	bdpPairs
Plot Bayesian Deming regression and the confidence intervals from the full posterior distribution	bdpPlot
Plot regression posterior pairs with CI Box and MD ellipses	bdpPlotBE
Plot studentized residuals from the Bayesian Deming regression	bdpPlotResiduals
Print summary of sampled data	bdpPrint
Bayesian Deming Pioda Regression for two method comparison with Rstan	bdpreg
Print summary of sampled data	bdpSummary
Plot a traceplot of the sampled chains	bdpTraceplot
Mahalanobis distance for the posterior pairs	bmpMD
Method comparison of glycated hemoglobin measurement	glycHem

Package: rstanbdp 0.0.3

rstanbdp: Bayesian Deming Regression for Method Comparison

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)