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>.
| Version: | 2.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | FrF2,ggplot2,gridExtra,jsonlite,magrittr,miniUI,purrr,reshape2,rstudioapi,scales,sfsmisc,shiny,tibble,tidyr,rlang,testthat |
| Suggests: | covr,knitr,pls,markdown,DoE.base |
| Published: | 2021-09-17 |
| DOI: | 10.32614/CRAN.package.simrel |
| Author: | Raju Rimal [aut, cre], Solve Sæbø [aut, ths] (Original creator of the package), Kristian Hovde Liland [aut] (Contributor and coauthor of the univariate version of simrel) |
| Maintainer: | Raju Rimal <raju.rimal at medisin.uio.no> |
| BugReports: | https://github.com/simulatr/simrel/issues |
| License: | GPL-3 |
| URL: | https://simulatr.github.io/simrel/ |
| NeedsCompilation: | no |
| In views: | ExperimentalDesign |
| CRAN checks: | simrel results |
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