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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>.
Getting started
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Package details |
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| Author | Raju Rimal [aut, cre] (<https://orcid.org/0000-0001-6097-0285>), Solve Sæbø [aut, ths] (Original creator of the package, <https://orcid.org/0000-0001-8699-4592>), Kristian Hovde Liland [aut] (Contributor and coauthor of the univariate version of simrel, <https://orcid.org/0000-0001-6468-9423>) |
| Maintainer | Raju Rimal <raju.rimal@medisin.uio.no> |
| License | GPL-3 |
| Version | 2.1.0 |
| URL | https://simulatr.github.io/simrel/ |
| Package repository | View on CRAN |
| Installation |
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