Copulas for High Dimensions: Models, Estimation, Inference, and Applications

<p>The dissertation consists of four chapters that concern topics on copulas for high dimensions. Chapter 1 proposes a new general model for high dimension joint distributions of asset returns that utilizes high frequency data and copulas. The dependence between returns is decomposed into line...

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Bibliographic Details
Main Author: Oh, Dong Hwan
Other Authors: Patton, Andrew J
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10161/8735