covsim

VITA, IG and PLSIM Simulation for Given Covariance and Marginals

CRAN Package

Random sampling from distributions with user-specified population covariance matrix. Marginal information may be fully specified, for which the package implements the VITA (VIne-To-Anything) algorithm Grønneberg and Foldnes (2017) . See also Grønneberg, Foldnes and Marcoulides (2022) . Alternatively, marginal skewness and kurtosis may be specified, for which the package implements the IG (independent generator) and PLSIM (piecewise linear) algorithms, see Foldnes and Olsson (2016) and Foldnes and Grønneberg (2021) , respectively.


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