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Extremograms and extremal dependence for time series.

Fung, Yu Hin. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2011. / Includes bibliographical references (leaves 39-40). / Abstracts in English and Chinese. / List of Figures --- p.v / List of Tables --- p.vii / Chapter 1 --- Introduction --- p.1 / Chapter 2 --- Extremogram --- p.3 / Chapter 2.1 --- Strictly Stationary --- p.3 / Chapter 2.2 --- Regularly Varying: A time series {Xt} --- p.3 / Chapter 2.3 --- (Upper) tail dependence --- p.5 / Chapter 2.4 --- Extremogram --- p.6 / Chapter 3 --- Simulated Models --- p.9 / Chapter 3.1 --- Autoregressive (AR) Process --- p.9 / Chapter 3.1.1 --- The simulation --- p.9 / Chapter 3.1.2 --- Theoretical findings --- p.11 / Chapter 3.2 --- Moving Average (MA) Process --- p.12 / Chapter 3.2.1 --- The simulation --- p.12 / Chapter 3.3 --- GARCH and SV --- p.25 / Chapter 4 --- Applications to Market Data --- p.29 / Chapter 4.1 --- Case study: 2011 Japan Earthquake EOD data --- p.29 / Chapter 4.1.1 --- Data description --- p.29 / Chapter 4.1.2 --- Results --- p.30 / Chapter 4.2 --- Case study: TEPCO multi-timeframe analysis --- p.31 / Chapter 4.2.1 --- Data description --- p.31 / Chapter 4.2.2 --- Results --- p.32 / Chapter 5 --- Summary --- p.37 / References --- p.39

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_327386
Date January 2011
ContributorsFung, Yu Hin., Chinese University of Hong Kong Graduate School. Division of Risk Management Science.
Source SetsThe Chinese University of Hong Kong
LanguageEnglish, Chinese
Detected LanguageEnglish
TypeText, bibliography
Formatprint, iv, viii, 40 leaves : ill. ; 30 cm.
RightsUse of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)

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