Locally parametric nonparametric density estimation

Nils Lid Hjort, M. C. Jones

This paper develops a nonparametric density estimator with parametric overtones. Suppose $f(x,\hat{I}¸)$ is some family of densities, indexed by a vector of parameters $\hat{I}¸$. We define a…