Maximum likelihood estimation of mean functions for Gaussian processes under small noise asymptotics

Mitsuki Kobayashi, Yuto Nishiwaki, Yasutaka Shimizu +1

Maximum likelihood estimators for time-dependent mean functions within Gaussian processes are provided in the context of continuous observations. We find the widest possible class…