Kernel Density Estimation, Regression, Differential Equations, Data Science, Statistics.
variable. In this article, I will present an alternative rationale for deriving the Nadaraya–Watson estimator (which I will also simply refer to as “kernel regression”). This rationale motivates a variational principle that will allow us to formulate a modification that could be called “regularized