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math.ST2010
On the Convergence of Bayesian Regression Models
Yuao Hu
We consider heteroscedastic nonparametric regression models, when both the mean function and variance function are unknown and to be estimated with nonparametric approaches. We der…
stat.ME2010
Gaussian Process Models for Nonparametric Functional Regression with Functional Responses
Heng Lian
Recently nonparametric functional model with functional responses has been proposed within the functional reproducing kernel Hilbert spaces (fRKHS) framework. Motivated by its supe…