Combining statistical methods with dynamical insight to improve nonlinear estimation

Physical processes such as the weather are usually modelled using nonlinear dynamical systems. Statistical methods are found to be difficult to draw the dynamical information from the observations of nonlinear dynamics. This thesis is focusing on combining statistical methods with dynamical insight...

Full description

Bibliographic Details
Main Author: Du, Hailiang
Published: London School of Economics and Political Science (University of London) 2009
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.543119