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주가지수의 비대칭 연계성과 전이효과

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Alternative Title
Asymmetric Linkages and Spillover Effects of Stock Indices: An Empirical Analysis by Country and Industry
Abstract
This doctoral dissertation encompasses three research essays, offering significant scholarly contributions through innovative analytical methods and the chosen subjects of investigation. The first essay within this dissertation utilized the Hatemi-J (2012) method for asymmetric Granger causality analysis, focusing on the investigation of static asymmetric causality among the stock indices of markets in China, Korea, Japan, the USA, and EU. And this study incorporated a rolling window approach to explore the time-varying aspects of asymmetric causality. This methodology represents a novel approach for the examination of both static and dynamic asymmetric Granger causalities in financial markets.
Furthermore, the second essay within this dissertation employed the NARDL model, as proposed by Shin et al. (2014), to meticulously examine the asymmetric long-run cointegration and short-run dynamics between sectoral stock indices in the Chinese market and their global counterparts. This methodological approach effectively addressed a notable gap in the academic literature, specifically concerning the levels of globalization of China's sectoral stock indices and their asymmetric cointegration relationships
Moreover, this paper introduces a novel methodology, marking its first application, which combines a generalized forecast error variance decomposition with a method for assessing asymmetric spillover effects. The third essay within this research framework utilized this innovative approach to analyze the asymmetric spillover effects in the returns of 18 distinct industry stock indices in the Korean stock market. Additionally, to examine the dynamic nature of these effects, the study employed a 250-day rolling window analysis, facilitating a comprehensive exploration of the time-varying asymmetric spillover effects among the returns of these industry stock indices.
The three research topics in this dissertation collectively examined the asymmetric effects of Chinese stock index levers, the globalization and asymmetry of Chinese sectoral indices, and the asymmetric spillover effects of Korean industry stock index returns. By doing so, the research elucidated their mutual influences and underlying mechanisms. The findings were expected to provide valuable insights for investors, analysts, and market administrators.
Author(s)
YANG ZISHUAI
Issued Date
2024
Awarded Date
2024-02
Type
Dissertation
Keyword
Asymmetric Spillover, Time Varying, NARDL, GFEVD, New-GFEVD, Asymmetric Granger Causality, Hidden Cointegration, China Financial Markrt, China Sector Index, Korea Sector Index
Publisher
국립부경대학교 대학원
URI
https://repository.pknu.ac.kr:8443/handle/2021.oak/33773
http://pknu.dcollection.net/common/orgView/200000741625
Alternative Author(s)
YANG ZISHUAI
Affiliation
국립부경대학교 대학원
Department
대학원 경제학과
Advisor
장병기
Table Of Contents
Ⅰ 서론 1
제1절 연구 배경 및 목적 1
제2절 논문의 내용 및 구성 7

Ⅱ 선진국 및 신흥국 주식시장 간의 비대칭 연계성 분석: 중국을 중심으로 9
제1절 서론 9
제2절 선행연구 12
제3절 연구자료 및 기초통계량 20
제4절 실증분석 모형 26
가. I(1) 변수의 정(+)과 부(-) 충격 성분 분해 프로세스 26
나. 비대칭 그랜저 인과관계 검정법 28
제5절 분석 결과 32
가. 정태분석 결과(전체기간) 32
나. 동태분석 결과(200일 창구이동) 40
제6절 소결 56

Ⅲ 중국 주식시장 섹터지수의 글로벌 장단기 비대칭 연계성 60
제1절 서론 60
제2절 선행연구 63
제3절 연구자료 및 기초통계량 68
제4절 실증분석 모형 74
가. 이론적 배경 74
나. 선형 및 비선형 ARDL 모형 77
다. Gregory-Hansen 공적분 87
제5절 분석 결과 89
가. 전체기간 ARDL 및 NARDL 분석 91
나. 구조변화 전후의 ARDL 및 NARDL 분석 105
제6절 소결 129

Ⅳ 한국 업종지수 수익률의 비대칭 전이효과 134
제1절 서론 134
제2절 선행연구 137
가. 대칭 전이효과 137
나. 비대칭 전이효과 143
제3절 연구자료 및 기초통계량 149
제4절 실증분석 모형 156
가. 일반화 및 신형-일반화 예측오차 분산분해 156
나. 전이효과의 측정 162
다. 비대칭 전이효과의 측정 164
제5절 분석 결과 166
가. 전체기간의 대칭과 비대칭 전이효과 166
나. 250일 Windows Rolling 분석 결과 183
제6절 소결 192

Ⅴ 결론 194

참고문헌 201
Degree
Doctor
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대학원 > 경제학과
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