Bayesian-motivated tests of function fit and their asymptotic frequentist properties

Marc Aerts, Gerda Claeskens, Jeffrey D. Hart

We propose and analyze nonparametric tests of the null hypothesis that a function belongs to a specified parametric family. The tests are based on BIC approximations, π_{BIC}, to t…