VITA, IG, PLSIM and VM Simulation for Given Covariance and Marginals


[Up] [Top]

Documentation for package ‘covsim’ version 1.2.0

Help Pages

calibrate_ig Calibrate the IG (Independent Generator) model
calibrate_plsim Calibrate the PLSIM (Piecewise Linear) model
calibrate_vita Calibrate a regular vine (VITA)
calibrate_vm Calibrate the VM (Vale-Maurelli) model
rIG Simulation of non-normal data
rPLSIM Simulation of non-normal data
rVM Simulation of non-normal data with the Vale-Maurelli method
simulate.covsim_calib_ig Simulate from a calibrated IG model
simulate.covsim_calib_plsim Simulate from a calibrated PLSIM model
simulate.covsim_calib_vita Simulate from a calibrated VITA vine
simulate.covsim_calib_vm Simulate from a calibrated VM model
simulate_estimate Simulate data and estimate a model repeatedly
vita Calibrate a regular vine