Mock Data Generation


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Documentation for package ‘modgo’ version 1.1.0

Help Pages

checkArguments Check Arguments
checkArguments_svy Check Arguments
Cleveland Cleveland Dataset ('Cleveland')
corr_plots Plots correlation matrix of original and simulated data
distr_plots Plots distribution of original and simulated data
generalizedMatrix Generalized Lambda and Poisson preparation
general_transform_inv Inverse gldex transformation
generate_simulated_data Generate new data set by using previous correlation matrix
generate_simulated_data_svy Invert rank-based inverse normal transformation to obtain simulated data
Inverse_transformation_variables Inverse transform variables
modgo MOck Data GeneratiOn
modgo_survival MOck Data GeneratiOn
modgo_svy MOck Data GeneratiOn for sample surveys
multicenter_comb Modgo multi-studies
rbi_normal_transform Rank-based inverse normal transformation
rbi_normal_transform_inv Inverse of rank-based inverse normal transformation
rbi_normal_transform_inv_svy Inverse of rank-based inverse normal transformation
rbi_normal_transform_svy Rank-based inverse normal transformation for sample surveys
Sigma_calculation Calculate Sigma with the help of polychoric and polyserial functions
Sigma_calculation_svy Calculate Sigma with the help of wCorr::weightedCorr function
Sigma_transformation Correlation of transformed variables
Sigma_transformation_svy Correlation of transformed variables