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math.ST2008★ 2 cited
Smoothing-inspired lack-of-fit tests based on ranks
Jeffrey D. Hart
A rank-based test of the null hypothesis that a regressor has no effect on a response variable is proposed and analyzed. This test is identical in structure to the order selection…
math.ST2005
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…