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math.ST2026★ 16 cited
On multiplicative bias correction in kernel density estimation
M. C. Jones, D. F. Signorini, Nils Lid Hjort
Hjort and Glad (1995) present a method for semiparametric density estimation. Relative to the ordinary kernel density estimator, this technique performs much better when a parametr…
stat.ME2026
Locally parametric nonparametric density estimation
Nils Lid Hjort, M. C. Jones
This paper develops a nonparametric density estimator with parametric overtones. Suppose is some family of densities, indexed by a vector of parameters . We define a lo…