Other packages > Find by keyword >

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 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:04), 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA