Browsing School of Mathematical Sciences by Subject "Primary 62G05, 62L12, secondary 62G08, 62G15, 62L05"
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Bayesian mode and maximum estimation and accelerated rates of contraction
We study the problem of estimating the mode and maximum of an unknown regression function in the presence of noise. We adopt the Bayesian approach by using tensor-product B-splines and endowing the coefficients with Gaussian ...