Introduction | Outline of NORTA | Caveats of NORTA | Comparison to other methods | Workflow in simdata | Quantile functions for some common distributions | Example | Load dataset | Estimate target correlation | Define marginal distributions | Automatically | Manually | What to use? | Simulate data | Results | R session information | References

Introduction | Data generation with this package | Workflow with this package | Packages used | Example 1: Independent data, no transformation | Example 2: Independent data, with transformation | Example 3: Realistic, complex data | Visualisation of initial correlation matrix | Simulation and visualisation of final data | Visualisation of estimated correlation network | Post-processing | Truncation | Standardization | Advanced simulation setup | Rejection sampling | User defined simdesign classes | Other initial distributions | Using real data | Aspects of high-dimensional setups | Parallelization | Partial functions | R session information | References

Introduction | simdesign S3 class | Subclassing simdesign | Simulation of data | simulate_data method | Implemented methods | simulate_data_conditional function | R session information