Techniques to produce and evaluate realistic multivariate synthetic data
Abstract Data modeling requires a sufficient sample size for reproducibility.A small sample size can inhibit model evaluation.A synthetic data generation technique addressing this small sample size problem is evaluated: from the space of arbitrarily distributed samples, a subgroup (class) has a latent multivariate normal characteristic; synthetic d