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 Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=simrel to link to this page.
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