Package 'bigsimr'

Title: Fast Generation of High-Dimensional Random Vectors
Description: Simulate multivariate data with arbitrary marginal distributions. 'bigsimr' is a package for simulating high-dimensional multivariate data with a target correlation and arbitrary marginal distributions via Gaussian copula. It utilizes the Julia package 'Bigsimr.jl' for its core routines.
Authors: Alex Knudson [aut, cre], Grant Schissler [aut], Duc Tran [ctb]
Maintainer: Alex Knudson <[email protected]>
License: GPL-3
Version: 0.12.0
Built: 2024-11-01 11:17:08 UTC
Source: https://github.com/cran/bigsimr

Help Index


Setup bigsimr

Description

This function initializes Julia and the Bigsimr.jl package. The first time will be longer since it includes precompilation. Additionally, this will install Julia and the required packages if they are missing.

Usage

bigsimr_setup(pkg_check = TRUE, ...)

Arguments

pkg_check

logical, check for Bigsimr.jl package and install if necessary

...

Parameters are passed down to JuliaCall::julia_setup

Value

Return the imported wrapper of Bigsimr.jl Julia package


Setup Distributions.jl

Description

This function initializes the Distributions package that many of the Bigsimr functions work with.

Usage

distributions_setup()

Value

Return the imported wrapper of Distributions.jl Julia package