Conditional distribution modeling as an alternative method for covariates simulation: comparison with joint multivariate normal and bootstrap techniques
The paper compares conditional distribution modeling with bootstrap and multivariate normal distribution methods for simulating covariates in clinical trial simulations, finding CD performs better in extrapolation when normality assumptions are violated.
bioRxiv · Nov 1, 2020 · PreprintPharmacology & Toxicology