Do Monetary Policy Announcements Affect Exchange Rate Returns and Volatility of Returns? Some Evidence from High‐Frequency Intra‐Day South African Data

This paper examines the temporal effect of domestic monetary policy surprises on both returns and volatility of returns of the South African rand/U.S. dollar exchange rate. The analysis in this “event study” proceeds using intra‐day minute‐by‐minute exchange rate data, repo rate data from the South African Reserve Bank's scheduled monetary policy announcements, and market consensus repo rate forecasts. A carefully selected sample over the period August 2003 to November 2017 ensures that the change in monetary policy is exogenous to the exchange rate. We find statistically and economically significant responses in intra‐day high‐frequency South African rand/U.S. dollar exchange rate returns and volatility of exchange rate returns to domestic interest rate surprises, but anticipated changes have no bearing on exchange rate returns and their volatility. The empirical results also indicate that there is an instantaneous response of the rand/dollar exchange rate to monetary policy surprises and that monetary policy news is an important determinant of the exchange rate until at least 42 minutes after the pronouncement – suggesting a high degree of market “efficiency” in its mechanical sense (although not necessarily in the deeper economic‐informational sense) in processing this information. Essentially, the asymmetric GARCH results exhibit no leverage effects – positive and negative information shocks have symmetric effects on conditional variance.     

Dynamic Spillovers in the United States: Stock Market,Housing, Uncertainty,and the Macroeconomy

In this study, we examine dynamic spillovers among the housing market, stock market, and economic policy uncertainty (EPU) in the United States in a unified empirical framework. Applying the Diebold and Yilmaz (2012) methodology on monthly data over the period 1987M1–2014M11, our findings reveal the following features. First, the transmission of various types of shocks contributes significantly to economic fluctuations in the United States. Second, spillovers show large variations over time. Third, in the wake of the global financial crisis, spillovers have been exceptionally high in historical perspective. In particular, we find large spillovers from EPU, as well as stock market and housing returns to other variables, in particular inflation, industrial production and the federal funds rate. These results illustrate the contagion from the housing and financial crisis to the real economy and the strong policy reaction to stabilize the economy.     

Onshore spot and offshore forward markets for RMB: Evidence from the “8.11” exchange rate regime reform

This paper investigates the dynamic relationship between the onshore spot market and offshore forward market for Chinese currency around the period of China's “8.11” exchange rate regime reform, one of the most important market-oriented reforms implemented on August 11, 2015. We compare return and volatility spillover effects between the two markets before and after the “8.11” reform. The empirical evidence shows that a remarkable change has occurred in both the return and volatility spillovers. Before the reform, return and volatility spillovers exist from the offshore forward market to the onshore spot market. After the reform, however, we observe an obvious reverse in the direction and an increase in the strength of the return and volatility spillover effects. These findings suggest the existence of cross-market information flows, a change in the direction and a strengthening of the dynamic relationship after the reform. We argue that the “8.11” reform serves as a milestone reflecting long-term underlying forces that increase the relative importance of the onshore market.     

Chinese exchange rate and price effects on G3 import prices

This paper explores the degree of price and exchange rate interdependence between China and the G3 (US, Japan and the Euro-zone) by undertaking a VAR based shock analysis. A GARCH framework is also employed to derive the conditional variances to uncover the extent of volatility transmission. We address two key issues. First as there have been concerns about low value-added cheap Chinese goods flooding G3 markets, we attempt to measure the impact of Chinese prices on G3 import prices. Second, we focus on the transmission of exchange rate shocks – a subject which we approach by examining shocks in China's bilateral exchange rate with each of these major trading partners (the US, Japan and the Euro Area). Our results indicate that reduced import prices from China are the channel through which aggregate domestic prices in the G3 remain depressed, while the impact of the RMB exchange rate with G3 currencies appears less powerful. This finding implies that the Chinese authorities’ RMB exchange rate policy is relatively unimportant and, in particular, that a revaluation of the RMB would not do much to reduce the US trade deficit. In terms of volatility spillover, the relatively flexible RMB exchange rate against the Euro results in RMB-EUR volatility having a stronger influence than the more tightly controlled RMB-USD rate on the volatility of Chinese export prices.     

Sovereign Spreads and Contagion Risks in Asia

In the aftermath of the recent global financial turmoil, sovereign spreads have exhibited a significant degree of volatility. This paper explores how much of these movements in the spreads of Asian economies reflected shifts in global risk aversion or country‐specific risks, directly from worsening fundamentals, or indirectly from spillovers originating in other sovereigns, or risks and uncertainty surrounding their exchange rates. This analysis finds that earlier in the crisis, the increase in market‐implied contagion led to an increase of sovereign bond yields relative to the swaps. Higher‐rated sovereign bonds in Asia benefited from the flight to quality that accompanied the increase in global risk aversion during this period. Once the systemic risks in the financial sectors worldwide were contained, the risk of sovereign spillovers eased, which, together with a fall in perceived currency‐related risks, led to a fall in sovereign bond yields relative to swaps yields across the board. Comparing the situation to that of Europe, the present paper concludes that the debt crisis in the euro area has not affected the perception of sovereign risks of Asian economies. In fact, a fall in exchange rate and spillover risks, combined with stronger fundamentals, have led to a continued normalization of Asian sovereign spreads since the height of the financial crisis.     

Exchange rate exposure of sectoral returns and volatilities: Evidence from Japanese industrial sectors

Most studies of exchange rate exposure of stock returns do not address three relevant aspects simultaneously. They are, namely: sensitivity of stock returns to exchange rate changes; sensitivity of volatility of stock returns to volatility of changes in foreign exchange market; and the correlation between volatilities of stock returns and exchange rate changes. In this paper, we employ a bivariate GJR-GARCH model to examine all such aspects of exchange rate exposure of sectoral indexes in Japanese industries. Based on a sample data of fourteen sectors, we find significant evidence of exposed returns and its asymmetric conditional volatility of exchange rate exposure. In addition, returns in many sectors are correlated with those of exchange rate changes. We also find support for the “averaged-out exposure and asymmetries” argument. Our findings have direct implications for practitioners in formulating investment decisions and currency hedging strategies.     

Cross-category spillover effects of economic policy uncertainty between China and the US: Time and frequency evidence

This study investigates the connectedness among three types of economic policy uncertainties, namely monetary, fiscal, and trade uncertainties, between China and the US. We used the spillover index measurement and the frequency-domain decomposition approach to detect the spillover effects of these categorical uncertainties from both the time- and frequency-domain perspectives. The results suggest that the spillover effects have time-varying characteristics, and some major events could sharply increase the spillover indices. More spillovers are mainly observed in the short-term, whereas the impacts of the medium- and long-term are limited. Furthermore, the leader of the spillover is monetary policy in China, but fiscal policy in the US, the spillovers of all uncertainties mainly exist domestically, apart from the US trade policy uncertainty. These results provide crucial implications for policymakers and investors, who should pay more attention to short-term spillovers and monetary policy uncertainty, which can mitigate their vulnerability to policy uncertainty shocks.     

Long memory volatility dependency,temporal aggregation and the Korean currency crisis: the role of a high frequency Korean won (KRW)–US dollar ($) exchange rate

Using a new type of 5 min high frequency dataset consisting of real time Korean won (KRW)–US dollar ($) exchange rates, this paper characterizes the volatility process of high frequency returns. The semi-parametric local Whittle estimation is applied to estimate the long memory dependency in the volatility process of the 5 min KRW–$ returns and the temporally aggregated returns data. The estimation results present that the underlying long memory dependency in the volatility process appears to be generally consistent across various temporally aggregated returns and that the exogenous shocks and the multiple breaks associated with the crisis in the market seem to induce greater long memory dependency during the crisis.     

Spillover across sovereign bond markets between the US and ASEAN4 economies

This study employs the VAR-MGARCH model to investigate the spillover across the sovereign bond markets between the US and ASEAN4 economies. The empirical results confirm the unidirectional spillover in bond return from the US to ASEAN4, while there is a bidirectional influence in volatility. Additionally, dynamic conditional correlation (DCC) analysis is employed to depict the changing correlation in volatility. The empirical results also show that the yields of ASEAN4 bonds increase with emerging market risks, and the exchange rate can act as a buffer to reduce spillover. Given that ASEAN4 governments have issued a large number of government bonds to finance their large fiscal spending during the ongoing COVID-19 pandemic, the return and volatility spillovers from the US to ASEAN4 could be important factors to consider when the US unwinds its unconventional monetary policy and normalizes its interest rates in the medium to long term.     

Does Economic Policy Uncertainty Predict Exchange Rate Returns and Volatility? Evidence from a Nonparametric Causality-in-Quantiles Test

Recent studies have analysed the ability of measures of uncertainty to predict movements in macroeconomic and financial variables. The objective of this paper is to employ the recently proposed nonparametric causality-in-quantiles test to analyse the predictability of returns and volatility of sixteen U.S. dollar-based exchange rates (for both developed and developing countries) over the monthly period of 1999:01–2012:03, based on information provided by a news-based measure of relative uncertainty, i.e., the differential between domestic and U.S. uncertainties. The causality-in-quantile approach allows us to test for not only causality-in-mean (1st moment), but also causality that may exist in the tails of the joint distribution of the variables. In addition, we are also able to investigate causality-in-variance (volatility spillovers) when causality in the conditional-mean may not exist, yet higher order interdependencies might emerge. We motivate our analysis by employing tests for nonlinearity. These tests detect nonlinearity, as well as the existence of structural breaks in the exchange rate returns, and in its relationship with the EPU differential, implying that the Granger causality tests based on a linear framework is likely to suffer from misspecification. The results of our nonparametric causality-in-quantiles test indicate that for seven exchange rates EPU differentials have a causal impact on the variance of exchange rate returns but not on the returns themselves at all parts of the conditional distribution. We also find that EPU differentials have predictive ability for both exchange rate returns as well as the return variance over the entire conditional distribution for four exchange rates.     

Volatility Spillovers between the Equity Market and Foreign Exchange Market in South Africa in the 1995‐2010 Period

This paper attempts to assess the extent of volatility spillovers between the equity market and the foreign exchange market in South Africa. Multistep family of the General Autoregressive Conditional Heteroskedasticity models are used for this end, whereby volatility shocks obtained from the mean equation estimation in each market are included in the conditional volatility of the other market, respectively. The paper selects the appropriate volatility models for each market following criteria such as covariance stationarity, persistence in variance and leverage effects. The finding of the paper indicates that there is a unidirectional relationship in terms of volatility spillovers from the equity market to the foreign exchange market. The paper supports the view that the extent of foreign participation in the South African equity market possibly contributes to this phenomenon.     

What explains the recent fluctuations in Japan’s output? A structural factor analysis of Japan’s industrial production

By applying the structural factor analysis developed by Foerster et al. (2011), we decompose the fluctuations of Japan’s industrial production (IP) into sectoral shocks and aggregate shocks, taking input–output relationships between sectors into account. Our results show that, except for the global financial crisis period, sectoral shocks explain, on an average, nearly half of the quarterly variations in Japan’s IP. Although the relative importance of sectoral shocks declined during the global financial crisis period, it increased again in the recent post-crisis period and, at this time, it contributes to the increased volatility of Japan’s IP. Specifically, our analysis suggests that the intersectoral spillovers brought about by disruptions of supply chain networks in the wake of the Great East Japan Earthquake, the declines in domestic production (or production capacity) in some sectors, as a result of a deterioration in global competitiveness, and a shift to overseas production have contributed to the recent increase in fluctuations of Japan’s IP.     

The relationship between the monetary regime and output volatility: a multivariate GARCH-M model of the Japanese experience, 1919–1996

In this paper we tried to determine whether or not adherence to a floating exchange rate regime helped the Japanese economy to absorb shocks which originated from domestic and foreign sources based on the Japanese experience from the interwar to the post Bretton Woods floating exchange rate period. Using a multivariate GARCH-M model, we analyzed the relation of exchange rate volatility and output volatility directly. The results imply that the floating exchange rate regime has helped the Japanese economy to insulate itself from foreign shocks. The estimated coefficient which represents the response to the foreign shocks decreases and the decrease is significant in the floating exchange rate regime.     

Volatility spillover effects in interbank money markets

Using daily data from 2006 to 2015, this paper applies alternative multivariate GARCH models and a modified version of the spillover index methodology proposed by Diebold and Yilmaz (Int J Forecast 28(1):57–66, 2012) to test the existence of shock and volatility contagion effects across interbank money markets. Overall, we find evidence that money markets are highly interrelated, exhibiting dynamic cross market effects. Moreover, we emphasize the pertinence of conditional covariances and we show that volatility spillovers are time-varying and very responsive to the major economic events, increasing in periods of higher turbulence, which reinforces the importance of closely monitoring the evolution of money markets.     

The role of oil price shocks on China's real exchange rate

This paper investigates to what extent the oil price shock and three other types of underlying macroeconomic shocks impact the trend movements of China's real exchange rate. By constructing a four-dimensional structural VAR model, the results suggest that real oil price shocks would lead to a minor appreciation of the long-term real exchange rate due to China's lesser dependence on imported oil than its trading partners included in the RMB basket peg regime and rigorous government energy regulations. The real shocks, as opposed to nominal shocks, are found to be dominant in the variations of the real exchange rate.     

Systemic Risks Spillovers and Interdependence among Stock Markets: International Evidence with Covar‐Copulas

Empirical studies have provided ample evidence on the potential benefits of international diversification with portfolios that consist of both domestic and foreign assets. This coupled with sudden and periodic crashes in global and developed equity markets have stimulated the interest of investors to diversify across markets that have the potential to provide decorrelation with global markets during turbulent periods. At the same time, international diversification may intensify cross‐border listing of stocks with its antecedent implication of shocks transmission. The above have engendered renewed interest among researchers to explore the dependence levels and spillover effects of shocks among emerging and developed equity markets. This paper examines tail dependence structure and (extreme) systemic risks spillover effects among international equity markets using advanced econometric techniques that underpin the modelling of asset returns. We find evidence of low positive significant dependencies between all African markets and their developed counterparts, except for Egypt. Although no evidence of spillover effects to the markets in Africa was found, both unidirectional and bi‐directional causality between some African and developed equity markets is found, albeit with differences. We are unable to ascribe the dynamics in the causality structure to level of market integration. It is inferred that the degree of individual local markets interdependence with developed counterparts may reflect the relative size, liquidity and degree of foreign investors' participation.     

Examining Stock Volatility in the Segmented Chinese Stock Markets: A SWARCH Approach

Abstract

This study adopts the SWARCH model to examine the volatile behavior and volatility linkages among the four major segmented Chinese stock indices. We find strong evidence of a regime shift in the volatility of the four markets, and the SWARCH model appears to outperform standard generalized autoregressive conditional heteroskedasticity (GARCH) family models. The evidence suggests that, compared with the A-share markets, B-share markets stay in a high-volatility state longer and are more volatile and shift more frequently between high- and low-volatility states. In addition, the relative magnitude of the high-volatility compared with that of the low-volatility state in the B-share markets is much greater than the case in the two A-share markets. B-share markets are found to be more sensitive to international shocks, while A-share markets seem immune to international spillovers of volatility. Finally, analyses of the volatility spillover effect among the four stock markets indicate that the A-share markets play a dominant role in volatility in Chinese stock markets.     

Intraday effects of macroeconomic shocks on the US Dollar–Euro exchange rates

This paper characterizes the intriguing features of high frequency 15-min Dollar–Euro foreign exchange returns data. The FIGARCH model is found to be the preferred specification for the long memory volatility process in the high frequency returns. This paper then examines how macroeconomic shocks affect the high frequency Dollar–Euro returns on an intraday basis. Quantifying the intraday effects of the shocks on the high frequency returns by using a linearly distributed lag dummy variable, this paper finds that the effects on the high frequency returns are generally statistically significant and that they appear to be asymmetric depending on the regions and the signs of the shocks and to be persistent for several lags even within a day. However, the macroeconomic shocks are found not to affect the long memory property in the high frequency returns implying that the linear dummy variable model may not be enough to explain the long memory property.     

Estimating time-varying currency betas with contagion: New evidence from developed and emerging financial markets

This paper examines the conditional time-varying currency betas from five developed and six emerging financial markets with contagion and spillover effects. We employ a trivariate asymmetric BEKK-type GARCH-in-Mean (MGARCH-M) approach to estimate the time-varying conditional variance and covariance of returns of stock market index, the world market portfolio and bilateral exchange rate between the US dollar and the local currency. The results show that the world market and currency risks are not only priced in the stock markets, but also time-varying. It is found that currency betas are much more volatile than the world market betas, and currency betas in the emerging markets are more volatile than those in the developed markets. We find empirical evidence of contagion effect and spillovers between stock market and foreign exchange market during the recent global financial crisis, and the effect is stronger in the emerging markets than that in the developed markets. Two applications are provided to illustrate the usefulness of time-varying currency betas.     

Emerging and small open economies,unconventional monetary policy and exchange rates – a survey

At the outset of the Great Recession emerging in 2007, central banks of major-currency economies have adopted non-standard monetary policies. We examine whether and to what extent these measures pose a challenge to central banking in emerging and small open economies. In particular we assess how global liquidity spillovers caused by major central banks affect the economic dynamics of emerging and small open economies. In this respect, economies which are close to or even at the periphery of major-currency economies are particularly prone to “unbalanced” real exchange rate dynamics. In the short run, corresponding level and volatility effects in key relative prices may endanger financial stability in the recipient country. The long-term effects include a metamorphosis of the anchoring of private-sector inflation expectations into a perilous tightrope act in central banking of these economies.