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simrel  

Simulation of Multivariate Linear Model Data
View on CRAN: Click here


Download and install simrel package within the R console
Install from CRAN:
install.packages("simrel")

Install from Github:
library("remotes")
install_github("cran/simrel")

Install by package version:
library("remotes")
install_version("simrel", "2.1.0")



Attach the package and use:
library("simrel")
Maintained by
Raju Rimal
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-11-29
Latest Update: 2021-09-17
Description:
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>.
How to cite:
Raju Rimal (2014). simrel: Simulation of Multivariate Linear Model Data. R package version 2.1.0, https://cran.r-project.org/web/packages/simrel. Accessed 18 Feb. 2025.
Previous versions and publish date:
1.0-1 (2014-11-29 07:59), 2.0.2 (2020-05-06 14:40), 2.0 (2019-04-01 20:00)
Other packages that cited simrel R package
View simrel citation profile
Other R packages that simrel depends, imports, suggests or enhances
Complete documentation for simrel
Functions, R codes and Examples using the simrel R package
Some associated functions: AppSimrel . bisimrel . cov_mat . cov_plot_data . cov_xy . cov_zw . cov_zy . expect_subset . ggsimrelplot . mbrd . mbrdsim . msim . multisimrel . parse_parm . pipe . plot_beta . plot_cov . plot_covariance . plot_simrel . prepare_design . simrel . simrelplot . tidy_beta . tidy_lambda . tidy_sigma . unisimrel . 
Some associated R codes: bisimrel.R . extra-test.R . gadget.R . ggsimrelplot.R . global.R . mbrd.R . msim.R . plot-covmat.R . plotextra.R . plotting-functions.R . utils.R .  Full simrel package functions and examples
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