Data-Space Validation of High-Dimensional Models by Comparing Sample Quantiles

Stephen Thorp, Hiranya V. Peiris, Daniel J. Mortlock +3

We present a simple method for assessing the predictive performance of high-dimensional models directly in data space when only samples are available. Our approach is to compare th…