𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Multivariate k-nearest neighbor density estimates

✍ Scribed by Y.P Mack; M Rosenblatt


Publisher
Elsevier Science
Year
1979
Tongue
English
Weight
583 KB
Volume
9
Category
Article
ISSN
0047-259X

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


The Law of the Iterated Logarithm for th
✍ S.S. Ralescu πŸ“‚ Article πŸ“… 1995 πŸ› Elsevier Science 🌐 English βš– 640 KB

We consider estimation of a multivariate probability density function \(f(x)\) by kernel type nearest neighbor ( \(\mathrm{nn})\) estimators \(g_{n}(x)\). The development of \(\mathrm{nn}\) density estimation theory has had a rich history since Loftsgaarden and Quesenberry proposed the idea in 1965

Design Adaptive Nearest Neighbor Regress
✍ Emmanuel Guerre πŸ“‚ Article πŸ“… 2000 πŸ› Elsevier Science 🌐 English βš– 196 KB

This paper deals with nonparametric regression estimation under arbitrary sampling with an unknown distribution. The effect of the distribution of the design, which is a nuisance parameter, can be eliminated by conditioning. An upper bound for the conditional mean squared error of k&NN estimates lea