Journal article
Interactive nonparametric analysis of nonlinear systems
Abstract
In this paper we outline an interactive nonparametric methodology designed to facilitate the statistical analysis of nonlinear systems. The approach exploits an ensemble of nonparametric techniques including conditional density function estimation, conditional distribution function estimation, conditional mean estimation (regression) and conditional quantile estimation (quantile regression). By exploiting recent developments in nonparametric …
Authors
Das S; Racine JS
Journal
Physica A Statistical Mechanics and its Applications, Vol. 510, , pp. 290–301
Publisher
Elsevier
Publication Date
November 2018
DOI
10.1016/j.physa.2018.06.071
ISSN
0378-4371