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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 |
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 |
Reference manual: | simrel.pdf |
Vignettes: |
Experimental Design and Simulation |
Package source: | simrel_2.1.0.tar.gz |
Windows binaries: | r-devel: simrel_2.1.0.zip, r-release: simrel_2.1.0.zip, r-oldrel: simrel_2.1.0.zip |
macOS binaries: | r-release (arm64): simrel_2.1.0.tgz, r-oldrel (arm64): simrel_2.1.0.tgz, r-release (x86_64): simrel_2.1.0.tgz, r-oldrel (x86_64): simrel_2.1.0.tgz |
Old sources: | simrel archive |
Please use the canonical form https://CRAN.R-project.org/package=simrel to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.