Mock Data Generation
Check Arguments
Plots correlation matrix of original and simulated data
Plots distribution of original and simulated data
Inverse gldex transformation
Generalized Lambda and Poisson preparation
Generate new data set by using previous correlation matrix
Inverse transform variables
MOck Data GeneratiOn
MOck Data GeneratiOn
Modgo multi-studies
Inverse of rank based inverse normal transformation
Rank based inverse normal transformation
Calculate Sigma with the help of polychoric and polyserial functions
Correlation of transformed variables
Generation of synthetic data from a real dataset using the combination of rank normal inverse transformation with the calculation of correlation matrix <doi:10.1055/a-2048-7692>. Completely artificial data may be generated through the use of Generalized Lambda Distribution and Generalized Poisson Distribution <doi:10.1201/9781420038040>. Quantitative, binary, ordinal categorical, and survival data may be simulated. Functionalities are offered to generate synthetic data sets according to user's needs.