Dual interfaces, graphical and programmatic, designed for intuitive applications of Multilevel Regression and Poststratification (MRP). Users can apply the method to a variety of datasets, from electronic health records to sample survey data, through an end-to-end Bayesian data analysis workflow. The package provides robust tools for data cleaning, exploratory analysis, flexible model building, and insightful result visualization. For more details, see Si et al. (2020) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2020002/article/00003-eng.pdf?st=iF1_Fbrh> and Si (2025) <doi:10.1214/24-STS932>.
| Version: | 0.9.0 |
| Depends: | R (≥ 3.6.0) |
| Imports: | bsicons, bslib, checkmate, config (≥ 0.3.2), dplyr, DT, ggplot2, golem (≥ 0.4.1), highcharter, htmlwidgets, httr2, loo, lubridate, magrittr, patchwork, posterior, purrr, qs, R6, RColorBrewer, readr, rlang, scales, shiny (≥ 1.8.0), shinyjs, shinyWidgets, stringr, tidyr, waiter |
| Suggests: | cmdstanr, knitr, rmarkdown, spelling, testthat (≥ 3.0.0) |
| Published: | 2025-10-09 |
| DOI: | 10.32614/CRAN.package.shinymrp (may not be active yet) |
| Author: | Toan Tran [cre, aut, cph], Jonah Gabry [aut, cph], Yajuan Si [aut, cph] |
| Maintainer: | Toan Tran <trannttoan97 at gmail.com> |
| BugReports: | https://github.com/mrp-interface/shinymrp/issues |
| License: | MIT + file LICENSE |
| URL: | https://mrp-interface.github.io/shinymrp/ |
| NeedsCompilation: | no |
| Additional_repositories: | https://stan-dev.r-universe.dev/ |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | shinymrp results |
| Reference manual: | shinymrp.html , shinymrp.pdf |
| Vignettes: |
More on data preparation (source, R code) More examples of R6 classes (source, R code) Getting started with shinymrp (source, R code) MRP methodological guide (source, R code) Programmatic workflow demonstration (source, R code) |
| Package source: | shinymrp_0.9.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): shinymrp_0.9.0.tgz, r-oldrel (x86_64): shinymrp_0.9.0.tgz |
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