Man pages for SynthesizerPlus
Synthetic Data Generation with Copulas, Evaluation and Multi-Format I/O
| association_matrix | Mixed-type association matrix |
| augment_data | Augment a small training set with synthetic data |
| autoplot.sp_comparison | Plot a comparison of real and synthetic data |
| calibrate_closeness | Calibrate the closeness of synthetic to real data |
| census_sim | Simulated census-like microdata |
| ci_overlap | Confidence-interval overlap of regression coefficients |
| compare_synthetic | Compare synthetic data with the real data |
| copula_correlation | Inspect a fitted synthesizer |
| dcr | Distance to closest record (disclosure risk) |
| disclosure_risk | Disclosure risk of synthetic microdata |
| discriminator_auc | Discriminator AUC |
| fit_synthesizer | Fit a synthetic-data model |
| fit_synthesizer.ts | Fit a synthesizer to a (multivariate) time series |
| generate | Generate synthetic data from a fitted model |
| generate_to_file | Generate a large synthetic data set directly to disk |
| make_corr | Build a correlation matrix with a given structure |
| marginal_metrics | Compare marginal distributions of real and synthetic data |
| margin_categorical | Marginal quantile functions for r_mvdist() |
| match_types | Coerce the columns of a data frame to the classes of a... |
| mvdist | Multivariate random number generators |
| perturbation | Perturbations of the synthetic data distribution |
| plot_association | Plot association matrices of real and synthetic data |
| plot_dcr | Plot distances to the closest record |
| plot_marginals | Plot marginal distributions of real and synthetic data |
| plot_pairs | Scatter-plot matrix of real and/or synthetic data |
| plot_qq | Quantile-quantile plots of synthetic against real data |
| plot_ts | Plot real and synthetic time series |
| pmse | Propensity-score utility (pMSE) |
| r_copula | Sample from a copula |
| read_data | Read a data set from a file |
| reexports | Objects exported from other packages |
| r_mvdist | Generate data from a copula with arbitrary marginal... |
| simulate.sp_synthesizer | Simulate several synthetic data sets |
| supported_formats | Supported file formats |
| synthesize | Fit a synthesizer and generate synthetic data in one step |
| SynthesizerPlus-package | SynthesizerPlus: Synthetic Data Generation with Copulas,... |
| ts_windows | Build a lagged-feature table from one or more time series |
| write_data | Write a data set to a file |
