Package: simrel 2.1.0

Raju Rimal

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:Raju Rimal [aut, cre], Solve Sæbø [aut, ths], Kristian Hovde Liland [aut]

simrel_2.1.0.tar.gz
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simrel_2.1.0.tgz(r-4.4-any)simrel_2.1.0.tgz(r-4.3-any)
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simrel.pdf |simrel.html✨
simrel/json (API)

Peer review:

Bug tracker:https://github.com/simulatr/simrel/issues

On CRAN:

bivariate-simulationmultivariate-simulationrelevant-predictor-componentssimulated-datasimulationunivariate-simulation

24 exports 3 stars 1.03 score 96 dependencies 37 scripts 296 downloads

Last updated 2 years agofrom:fecd13c7a4. Checks:OK: 7. Indexed: yes.

Exports:%>%abs_sigmaAppSimrelbisimrelcov_matcov_plot_dataexpect_subsetggsimrelplotmbrdmbrdsimmsimmultisimrelparse_parmplot_betaplot_covplot_covarianceplot_simrelprepare_designsimrelsimrelplottidy_betatidy_lambdatidy_sigmaunisimrel

Dependencies:base64encbriobslibcachemcallrclicolorspacecombinatcommonmarkconf.designcpp11crayondescdiffobjdigestDoE.basedplyrevaluatefansifarverfastmapfontawesomeFrF2fsgenericsggplot2gluegmpgridExtragtablehtmltoolshttpuvigraphisobandjquerylibjsonlitelabelinglaterlatticelifecyclelmtestmagrittrMASSmathjaxrMatrixmemoisemgcvmimeminiUImunsellnlmenumberspartitionspillarpkgbuildpkgconfigpkgloadplyrpolynompraiseprocessxpromisespspurrrR6rappdirsrbibutilsRColorBrewerRcppRdpackrematch2reshape2rlangrprojrootrstudioapisassscalesscatterplot3dsetssfsmiscshinysourcetoolsstringistringrtestthattibbletidyrtidyselectutf8vcdvctrsviridisLitewaldowithrxtablezoo