Time Series Modeling with Shape Constraints

This thesis focuses on the development of semiparametric estimation methods for a class of time series models using shape constraints. Many of the existing time series models assume the noise follows some known parametric distributions. Typical examples are the Gaussian and t distributions. Then the...

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Bibliographic Details
Main Author: Zhang, Jing
Language:English
Published: 2017
Subjects:
Online Access:https://doi.org/10.7916/D84X5M55