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Study on Information Flow in International Foreign Exchange Rates Using Symbolic Transfer Entropy method

첫 페이지 보기
  • 발행기관
    한국재무학회 바로가기
  • 간행물
    한국재무학회 학술대회 바로가기
  • 통권
    2008년 한국재무학회 추계학술대회 (2008.11)바로가기
  • 페이지
    pp.930-942
  • 저자
    Gabjin Oh, Cheoljun Eom
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A242625

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원문정보

초록

영어
In this paper, we investigates the asymmetry effect of information flow for the 31 daily international foreign exchange rates and also observes the relationship between the difference in the degree of market efficiency and the degree of asymmetry in the information flow. We utilize the symbolic transfer entropy (STE), widely acknowledged in econophysics literature, to estimate the information flows between foreign exchange rates and use the Approximate entropy (ApEn) method which can measure the randomness in the time series. We have find that the information for the 31 daily international foreign exchange rates streams from European to Asian continents, In other words, there is the asymmetry behavior of information flow. We then consider the difference in the degree of market efficiency as driving force of information flow and calculate the ApEn value in all foreign exchange rates used in this paper. We find that the degree of asymmetry in information flows between foreign exchange rates shows the strong positive correlation with the difference in the degree of market efficiency. Our finding suggest that for the international foreign exchange markets the difference in the degree of market efficiency plays an important role as driving force that can determine the direction of information flow.

목차

Abstract
 1 INTRODUCTION
 2 Data and Methodology
  2.1 Data
  2.2 Symbolic Transfer Entropy
  2.3 Approximate Entropy (ApEn)
 3 Results
  3.1 The directionality of information flow
  3.2 The relationship between directionality of information flow and difference in degree of market efficiency
 4 CONCLUSIONS
 References

저자

  • Gabjin Oh [ Pohang Mathematical Institutue (PMI) San 31, Hyoja-Dong, Nam-Gu, Pohang, 790-784, Korea ]
  • Cheoljun Eom [ Division of Business Administration, Pusan National University, Busan 609-735, Korea ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국재무학회 [The Korean Finance Association]
  • 설립연도
    1988
  • 분야
    사회과학>경영학
  • 소개
    본 회는 재무학 및 이와 관련되는 분야를 발전시키며 회원 상호간의 친목 도모를 목적으로 한다.

간행물

  • 간행물명
    한국재무학회 학술대회
  • 간기
    부정기
  • 수록기간
    2006~2024
  • 십진분류
    KDC 325 DDC 330

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