Bayes Factor Testing of Linear and Nonlinear Effects in Additive Gaussian Process Regression

Yueheng Wu, Joran Jongerling, Joris Mulder

Gaussian process regression flexibly models nonlinear relationships between predictors and an outcome variable. A central question in this modeling framework is whether each predic…