Isotonic and nonparametric regression techniques encompass a family of statistical methods that estimate relationships between variables without prespecifying a fixed functional form. Central to this ...
Nonparametric regression encompasses a class of statistical methods designed to estimate relationships between variables without assuming a predetermined functional form. By allowing the data to ...
We study distribution-free, non-parametric prediction bands with a focus on their finite sample behaviour. First we investigate and develop different notions of finite sample coverage guarantees. Then ...
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