model having the same level of uncertainty as a parametric model because the data must supply both the model structure and the parameter estimates.

Definition

Nonparametric regression assumes the following relationship, given the random variables and :
:where is some deterministic function. Linear regression is a restricted case of nonparametric regression where is assumed to be a linear

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