Virtual Patient Simulation by Copula Invariance Property


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Documentation for package ‘copulaSim’ version 0.0.1

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copulaSim-package copulaSim: Virtual Patient Simulation by Copula Invariance Property
compare.copula.sim Performing the comparison between empirical data and multiple simulated datasets.
copula.sim To generate simulated datasets from empirical data by utilizing the copula invariance property.
copulaSim copulaSim: Virtual Patient Simulation by Copula Invariance Property
data.diff.test Performing the hypothesis test to compare the difference between the empirical data and the simulated data
ecdf.inv Obtaining the inverse of marginal empirical cumulative distribution (ECDF)
extract.data.sim Converting data.simul in a copula.sim object into a list of wide-form matrices
new.arm.copula.sim Simulating new multivariate datasets with shifted mean vector from existing empirical data