Shock Transmission and Volatility Spillover in Stock and Commodity Markets PDF Download

Author: Gulin Vardar
Publisher:
ISBN:
Category :
Languages : en
Pages :

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This paper employs a VAR-BEKK GARCH model to examine the shock transmission and volatility spillover (STVS) effects among daily stock market indices of the US, UK, France, Germany, Japan, Turkey, China, South Korea, South Africa and India, together with the five major commodity spot price--crude oil, natural gas, platinum, silver and gold--over the period 05 July, 2005 and 14 October, 2016, i.e., covering the pre-crisis, crisis and post global financial crisis periods. In the full period, the primary trend in advanced and emerging countries is the bidirectional STVS effects between stock and the commodity returns. However, the results also illustrate relatively less unilateral STVS effects from the commodity to stock returns, but significant unilateral STVS effects from the stock returns to the commodity returns in advanced and emerging countries. We also find more cases of significant STVS effects between commodity and stock markets in all countries during the crisis and post-crisis periods compared to the pre-crisis period. Therefore, it indicates that STVS effects are the new normal for stock and commodity markets, despite the efforts of central banks during post-global crisis period. In practical terms, our findings suggest that resource allocation decision between stocks and commodities should involve the analysis of the direction of the STVS effects in particular stock/commodity markets and cycles of the global economy.

Author: Fidel Farias
Publisher: GRIN Verlag
ISBN: 3668256152
Category : Business & Economics
Languages : en
Pages : 108

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Book Description
Diploma Thesis from the year 2010 in the subject Economics - Finance, grade: 1,3, University of Potsdam (Makroökonomische Theorie und Politik), language: English, abstract: Besonders in jüngster Zeit kommt der Analyse von Ölpreisvolatilität aus volkswirtschaftlicher Sicht eine bedeutende Rolle zu. Gegenwärtig werden bestimmte Rohstoffe wie Rohöl als relevante Anlageinstrumenten von Investoren benutzt, um sich gegen Risiken an den Finanzmärkten abzusichern. Diese Diplomarbeit beschäftigt sich mit der Berechnung von Ölpreisvolatilität in der Zeitperiode von Januar 2002 bis Juli 2009. Dabei werden Berechnungen von Ölpreisvolatilität während der Finanzkrise im Jahre 2008 untersucht. Diese Finanzkrise hat sich tiefgreifend auf die Entwicklung der Preise von Kapital- und Finanzgütern ausgewirkt. Dabei weisen die exzessiven gemessenen Werte von Preisvolatilität während der Finanzkrise auf eine strukturelle Veränderung der Preisbildung von Kapital- und Finanzgütern an den Kapital- und Finanzmärkten hin. Interessanterweise lassen sich bei der Analyse von Ölpreisvolatilität bedeutende Fakten feststellen, deren Existenz die gegenwärtig verwendeten statistischen Modelle, die sich mit der Messung von Preisvolatilität befassen, in künftigen Arbeiten komplementieren könnten. Im Rahmen dieser Diplomarbeit werden fünf wichtige statistische Modelle analysiert: ARCH, GARCH, BEKK-GARCH und Markov-switching Modell. Dazu wird aus den Ölpreisdaten der letzten 8 Jahre die tägliche Preisvolatilität berechnet, um mögliche Relationen zwischen der Volatilität am Ölmarkt und der Volatilität am Finanzmarkt zu untersuchen. Dabei werden diese implementierten Verfahren auf ihre Gültigkeit in Berechnung und Vorhersage von plötzlichen Preisveränderungen untersucht. Insbesondere wird darauf eingegangen unter welchen Bedingungen die Verfahrensergebnisse als zuverlässig gelten. Diese Diplomarbeit wurde im Rahmen eines Forschungspraktikums bei der Organisation erdölexportierender Länder (OPEC) in Wien, Österreich unter Betreuung des Lehrstuhls für Wirtschaftstheorie der Universität Potsdam, fertiggestellt

Author: DR. MOHD. ASIF KHAN
Publisher:
ISBN:
Category :
Languages : en
Pages : 13

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This paper analyzes own and cross shock-volatility spillover effect among the very well known three Asian Stock Exchange Markets namely India, Singapore and South Korea during boom period, global recession period and post recession period. We use a multivariate BEKK-GARCH model to identify the source and magnitude of spillovers. The empirical analysis showed that the markets exhibit strong own shock (ARCH) and volatility (GARCH) effects in all the above mentioned three periods while regarding cross market spillover effect, India is playing a leading role in transmission of both Shocks as well as Volatility effect to the Singapore and South Korea markets. Thus, the international investors need to consider this strong integration regarding shock and volatility effects which reduce potential gains from international portfolio.

Author: Matthias Kalkuhl
Publisher: Springer
ISBN: 3319282018
Category : Business & Economics
Languages : en
Pages : 620

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This book provides fresh insights into concepts, methods and new research findings on the causes of excessive food price volatility. It also discusses the implications for food security and policy responses to mitigate excessive volatility. The approaches applied by the contributors range from on-the-ground surveys, to panel econometrics and innovative high-frequency time series analysis as well as computational economics methods. It offers policy analysts and decision-makers guidance on dealing with extreme volatility.

Author: Amarnath Mitra
Publisher:
ISBN:
Category :
Languages : en
Pages : 20

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Book Description
In finance literature, volatility is synonymous with the measure of risk. Spillover of volatility refers to the transmission of disturbances or shock from one market to another and has direct consequence on resource allocation, risk hedging, and even, monetary policies. Spillover between stock markets has been the subject of study since 1990s where researchers have studied the nature of time-varying correlations between international stock markets. Extant literature substantiates the fact that volatility spillover between international stock markets happens at all times and that developed nations, particularly the US, is the major source of spillover. However, studies involving emerging markets, specifically in the Asia-Pacific region is scarce. Moreover, a clear understanding regarding the pattern of volatility transmission across international stock markets is lacking. The present study attempts to track the transmission of volatility across 11 international stock markets in the Asia-Pacific region over a span of 20 years, which include both crises (i.e. contagion form) and non-crisis periods. It also investigates whether global transmission of volatility follow a pattern. Our study contributes to the literature in two ways: (1) It provides a historical map of volatility transmission in the Asia-Pacific region; and (2) this study identifies the path and pattern of volatility spillover across Asia-Pacific stock markets.

Author: John Beirne
Publisher:
ISBN:
Category : Stock exchanges
Languages : en
Pages : 42

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Book Description
This paper examines volatility spillovers from mature to emerging stock markets and tests for changes in the transmission mechanism-contagion-during turbulences in mature markets. Tri-variate GARCH-BEKK models of returns in global (mature), regional, and local markets are estimated for 41 emerging market economies (EMEs), with a dummy capturing parameter shifts during turbulent episodes. LR tests suggest that mature markets influence conditional variances in many emerging markets. Moreover, spillover parameters change during turbulent episodes. Conditional variances in most EMEs rise during these episodes, but there is only limited evidence of shifts in conditional correlations between mature and emerging markets.

Author: John Beirne
Publisher: INTERNATIONAL MONETARY FUND
ISBN: 9781451871449
Category :
Languages : en
Pages : 40

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Book Description
This paper examines volatility spillovers from mature to emerging stock markets and tests for changes in the transmission mechanism-contagion-during turbulences in mature markets. Tri-variate GARCH-BEKK models of returns in global (mature), regional, and local markets are estimated for 41 emerging market economies (EMEs), with a dummy capturing parameter shifts during turbulent episodes. LR tests suggest that mature markets influence conditional variances in many emerging markets. Moreover, spillover parameters change during turbulent episodes. Conditional variances in most EMEs rise during these episodes, but there is only limited evidence of shifts in conditional correlations between mature and emerging markets.

Author: Apostolos Serletis
Publisher: World Scientific Publishing Company Incorporated
ISBN: 9789814390675
Category : Business & Economics
Languages : en
Pages : 142

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Book Description
The relationship between the price of oil and the level of economic activity is a fundamental issue in macroeconomics. There is an ongoing debate in the literature about whether positive oil price shocks cause recessions in the United States (and other oil-importing countries), and although there exists a vast empirical literature that investigates the effects of oil price shocks, there are relatively few studies that investigate the direct effects of uncertainty about oil prices on the real economy. The book uses recent advances in macroeconomics and financial economics to investigate the effects of oil price shocks and uncertainty about the price of oil on the level of economic activity.

Author: Y. Angela Liu
Publisher:
ISBN:
Category :
Languages : en
Pages : 16

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This paper investigates the mean return and volatility spillover effects from the U.S. and Japan to four Asian stock markets, including Hong Kong, Singapore, Taiwan, and Thailand. The empirical results from examining the data for the period of 1984 to 1991 suggest that the U.S. market is more influential than the Japanese market in transmitting returns and volatilities to the four Asian markets. In addition, the observed spillover effects are unstable over time in the sense that the spillovers increase substantially after the October 1987 stock market crash. Furthermore, the evidence indicates that while the cross-country stock investing hypothesis cannot by itself explain the international transmissions of return and volatility, the market contagion also plays an important role in the transmission mechanism.

Author: Francis X. Diebold
Publisher: Oxford University Press
ISBN: 0199338329
Category : Business & Economics
Languages : en
Pages : 285

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Book Description
Connections among different assets, asset classes, portfolios, and the stocks of individual institutions are critical in examining financial markets. Interest in financial markets implies interest in underlying macroeconomic fundamentals. In Financial and Macroeconomic Connectedness, Frank Diebold and Kamil Yilmaz propose a simple framework for defining, measuring, and monitoring connectedness, which is central to finance and macroeconomics. These measures of connectedness are theoretically rigorous yet empirically relevant. The approach to connectedness proposed by the authors is intimately related to the familiar econometric notion of variance decomposition. The full set of variance decompositions from vector auto-regressions produces the core of the 'connectedness table.' The connectedness table makes clear how one can begin with the most disaggregated pair-wise directional connectedness measures and aggregate them in various ways to obtain total connectedness measures. The authors also show that variance decompositions define weighted, directed networks, so that these proposed connectedness measures are intimately related to key measures of connectedness used in the network literature. After describing their methods in the first part of the book, the authors proceed to characterize daily return and volatility connectedness across major asset (stock, bond, foreign exchange and commodity) markets as well as the financial institutions within the U.S. and across countries since late 1990s. These specific measures of volatility connectedness show that stock markets played a critical role in spreading the volatility shocks from the U.S. to other countries. Furthermore, while the return connectedness across stock markets increased gradually over time the volatility connectedness measures were subject to significant jumps during major crisis events. This book examines not only financial connectedness, but also real fundamental connectedness. In particular, the authors show that global business cycle connectedness is economically significant and time-varying, that the U.S. has disproportionately high connectedness to others, and that pairwise country connectedness is inversely related to bilateral trade surpluses.