Package: modgo 1.0.1
modgo: MOck Data GeneratiOn
Generation of mock data from a real dataset using rank normal inverse transformation.
Authors:
modgo_1.0.1.tar.gz
modgo_1.0.1.zip(r-4.5)modgo_1.0.1.zip(r-4.4)modgo_1.0.1.zip(r-4.3)
modgo_1.0.1.tgz(r-4.4-any)modgo_1.0.1.tgz(r-4.3-any)
modgo_1.0.1.tar.gz(r-4.5-noble)modgo_1.0.1.tar.gz(r-4.4-noble)
modgo_1.0.1.tgz(r-4.4-emscripten)modgo_1.0.1.tgz(r-4.3-emscripten)
modgo.pdf |modgo.html✨
modgo/json (API)
| # Install 'modgo' in R: |
| install.packages('modgo', repos = c('https://georgekoliopanos.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/georgekoliopanos/modgo/issues
- Cleveland - Cleveland Dataset
Last updated 3 months agofrom:52273957ea. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 13 2024 |
| R-4.5-win | OK | Sep 13 2024 |
| R-4.5-linux | OK | Sep 13 2024 |
| R-4.4-win | OK | Sep 13 2024 |
| R-4.4-mac | OK | Sep 13 2024 |
| R-4.3-win | OK | Sep 13 2024 |
| R-4.3-mac | OK | Sep 13 2024 |
Exports:checkArgumentscorr_plotsdistr_plotsgeneral_transform_invgeneralizedMatrixmodgomodgo_survivalmulticenter_combrbi_normal_transformrbi_normal_transform_inv
Dependencies:cliclustercolorspacecorpcorfansifarverggcorrplotggplot2GLDEXgluegpGPArotationgridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmnormtmunsellmvtnormnlmepatchworkpillarpkgconfigplyrpsychR6RColorBrewerRcppRcppArmadilloRcppGSLRcppParallelRcppZigguratreshape2RfastrlangRNGforGPDscalesspacefillrstringistringrtibbleutf8vctrsviridisLitewesandersonwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Check Arguments | checkArguments |
| Cleveland Dataset (`Cleveland`) | Cleveland |
| Plots correlation matrix of original and simulated data | corr_plots |
| Plots distribution of original and simulated data | distr_plots |
| Inverse gldex transformation | general_transform_inv |
| Generalized Lambda and Poisson preparation | generalizedMatrix |
| Generate new dataset by using previous correlation matrix | generate_simulated_data |
| Inverse transform variables | Inverse_transformation_variables |
| MOck Data GeneratiOn | modgo |
| MOck Data GeneratiOn | modgo_survival |
| Modgo multi-studies | multicenter_comb |
| Rank-based inverse normal transformation | rbi_normal_transform |
| Inverse of rank-based inverse normal transformation | rbi_normal_transform_inv |
| Calculate Sigma with the help of polychoric and polyserial functions | Sigma_calculation |
| Correlation of transformed variables | Sigma_transformation |
