Supervised Learning of Functional Outcomes with Predictors at Different Scales: A Functional Gaussian Process Approach

R. Jacob Andros, Rajarshi Guhaniyogi, Devin Francom +1

The analysis of complex computer simulations, often involving functional data, presents unique statistical challenges. Conventional regression methods, such as function-on-function…