Nonparametric Analysis of Complex Nonlinear Systems

• Main Authors: Sonali Das, Jeffrey S. Racine
• Format: Report
• Language: unknown
• Subjects: Antarctic; Austral; SANAE; Southern Ocean; The Antarctic; Antarc*
• Online Access: http://socserv.mcmaster.ca/econ/rsrch/papers/archive/McMasterEconWP2016-07.pdf

In this paper we propose a nonparametric methodology designed to facilitate the statistical analysis of complex systems. The proposed approach exploits an ensemble of nonparametric techniques including conditional density function estimation, conditional distribution function estimation, conditional...