Package: RESIDE 0.3.3
Ryan Field
RESIDE: Rapid Easy Synthesis to Inform Data Extraction
Developed to assist researchers with planning analysis, prior to obtaining data from Trusted Research Environments (TREs) also known as safe havens. With functionality to export and import marginal distributions as well as synthesise data, both with and without correlations from these marginal distributions. Using a multivariate cumulative distribution (COPULA). Additionally the International Stroke Trial (IST) is included as an example dataset under ODC-By licence Sandercock et al. (2011) <doi:10.7488/ds/104>, Sandercock et al. (2011) <doi:10.1186/1745-6215-12-101>.
Authors:
RESIDE_0.3.3.tar.gz
RESIDE_0.3.3.zip(r-4.5)RESIDE_0.3.3.zip(r-4.4)RESIDE_0.3.3.zip(r-4.3)
RESIDE_0.3.3.tgz(r-4.5-any)RESIDE_0.3.3.tgz(r-4.4-any)RESIDE_0.3.3.tgz(r-4.3-any)
RESIDE_0.3.3.tar.gz(r-4.5-noble)RESIDE_0.3.3.tar.gz(r-4.4-noble)
RESIDE_0.3.3.tgz(r-4.4-emscripten)RESIDE_0.3.3.tgz(r-4.3-emscripten)
RESIDE.pdf |RESIDE.html✨
RESIDE/json (API)
NEWS
| # Install 'RESIDE' in R: |
| install.packages('RESIDE', repos = c('https://hehta.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hehta/reside/issues
Pkgdown site:https://hehta.github.io
- IST - IST Dataset
Last updated 4 months agofrom:fff0199c2d. Checks:5 OK, 3 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 18 2025 |
| R-4.5-win | NOTE | Feb 18 2025 |
| R-4.5-mac | NOTE | Feb 18 2025 |
| R-4.5-linux | NOTE | Feb 18 2025 |
| R-4.4-win | OK | Feb 18 2025 |
| R-4.4-mac | OK | Feb 18 2025 |
| R-4.3-win | OK | Feb 18 2025 |
| R-4.3-mac | OK | Feb 18 2025 |
Exports:export_empty_cor_matrixexport_marginal_distributionsget_marginal_distributionsimport_cor_matriximport_marginal_distributionssynthesise_datasynthesize_data
Dependencies:backportsbestNormalizeBHbigmemorybigmemory.sributcherclasscliclockcodetoolscolorspacecpp11crayondata.tablediagramdigestdoParalleldoRNGdplyrfansifarverfastglmforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelingLambertWlamWlatticelavalifecyclelistenvlobstrlubridatemagrittrMASSMatrixmatrixcalcmgcvmunsellmvnfastnlmennetnortestnumDerivparallellypbvpillarpkgconfigplyrprettyunitsprodlimprogressrpurrrR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRDPrecipesreshape2rlangrngtoolsrpartscalesshapesimstudysparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8uuidvctrsviridisLitewithr
Exporting Marginal Distributions
Rendered fromexporting_marginal_distributions.Rmdusingknitr::rmarkdownon Feb 18 2025.Last update: 2024-10-18
Started: 2024-10-18
Importing Marginal Distributions
Rendered fromimporting_marginal_distributions.Rmdusingknitr::rmarkdownon Feb 18 2025.Last update: 2024-10-10
Started: 2024-10-10
Synthesising Data from Marginal Distributions
Rendered fromsynthesising_data.Rmdusingknitr::rmarkdownon Feb 18 2025.Last update: 2024-10-18
Started: 2024-10-10
The RESIDE Package
Rendered fromRESIDE.Rmdusingknitr::rmarkdownon Feb 18 2025.Last update: 2024-10-18
Started: 2024-10-10
Worked Example Using the IST Dataset
Rendered fromworked_example.Rmdusingknitr::rmarkdownon Feb 18 2025.Last update: 2024-10-18
Started: 2024-10-18
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| RESIDE: Rapid Easy Synthesis to Inform Data Extraction | RESIDE-package RESIDE |
| Export an empty correlation matrix | export_empty_cor_matrix |
| Export Marginal Distributions | export_marginal_distributions |
| Generate Marginal Distributions for a given data frame | get_marginal_distributions |
| Import a correlation matrix | import_cor_matrix |
| Import Marginal Distributions | import_marginal_distributions |
| IST Dataset | IST |
| print.RESIDE | print.RESIDE |
| Synthesise data from marginal distributions | synthesise_data synthesize_data |
