Package: simrel 2.1.0
simrel: Simulation of Multivariate Linear Model Data
Researchers have been using simulated data from a multivariate linear model to compare and evaluate different methods, ideas and models. Additionally, teachers and educators have been using a simulation tool to demonstrate and teach various statistical and machine learning concepts. This package helps users to simulate linear model data with a wide range of properties by tuning few parameters such as relevant latent components. In addition, a shiny app as an 'RStudio' gadget gives users a simple interface for using the simulation function. See more on: Sæbø, S., Almøy, T., Helland, I.S. (2015) <doi:10.1016/j.chemolab.2015.05.012> and Rimal, R., Almøy, T., Sæbø, S. (2018) <doi:10.1016/j.chemolab.2018.02.009>.
Authors:
simrel_2.1.0.tar.gz
simrel_2.1.0.zip(r-4.5)simrel_2.1.0.zip(r-4.4)simrel_2.1.0.zip(r-4.3)
simrel_2.1.0.tgz(r-4.4-any)simrel_2.1.0.tgz(r-4.3-any)
simrel_2.1.0.tar.gz(r-4.5-noble)simrel_2.1.0.tar.gz(r-4.4-noble)
simrel_2.1.0.tgz(r-4.4-emscripten)simrel_2.1.0.tgz(r-4.3-emscripten)
simrel.pdf |simrel.html✨
simrel/json (API)
# Install 'simrel' in R: |
install.packages('simrel', repos = c('https://simulatr.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/simulatr/simrel/issues
bivariate-simulationmultivariate-simulationrelevant-predictor-componentssimulated-datasimulationunivariate-simulation
Last updated 2 years agofrom:fecd13c7a4. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 31 2024 |
R-4.5-win | OK | Oct 31 2024 |
R-4.5-linux | OK | Oct 31 2024 |
R-4.4-win | OK | Oct 31 2024 |
R-4.4-mac | OK | Oct 31 2024 |
R-4.3-win | OK | Oct 31 2024 |
R-4.3-mac | OK | Oct 31 2024 |
Exports:%>%abs_sigmaAppSimrelbisimrelcov_matcov_plot_dataexpect_subsetggsimrelplotmbrdmbrdsimmsimmultisimrelparse_parmplot_betaplot_covplot_covarianceplot_simrelprepare_designsimrelsimrelplottidy_betatidy_lambdatidy_sigmaunisimrel
Dependencies:base64encbriobslibcachemcallrclicolorspacecombinatcommonmarkconf.designcpp11crayondescdiffobjdigestDoE.basedplyrevaluatefansifarverfastmapfontawesomeFrF2fsgenericsggplot2gluegmpgridExtragtablehtmltoolshttpuvigraphisobandjquerylibjsonlitelabelinglaterlatticelifecyclelmtestmagrittrMASSmathjaxrMatrixmemoisemgcvmimeminiUImunsellnlmenumberspartitionspillarpkgbuildpkgconfigpkgloadplyrpolynompraiseprocessxpromisespspurrrR6rappdirsrbibutilsRColorBrewerRcppRdpackrematch2reshape2rlangrprojrootrstudioapisassscalesscatterplot3dsetssfsmiscshinysourcetoolsstringistringrtestthattibbletidyrtidyselectutf8vcdvctrsviridisLitewaldowithrxtablezoo