Dependence between the global gold market and emerging stock markets (E7+1): Evidence from Granger causality using quantile and quantile‐on‐quantile regression methods

This study examined the dependence between gold and stocks during 2002–18 in seven emerging countries. The study combined the bivariate cross‐quantilogram introduced recently with quantile‐on‐quantile regression (QQR) approaches to conduct comprehensive and complementary analyses. The QQR results for the full sample revealed a weak positive dependence in all the quantiles of gold and stock returns across all the countries selected during mild market conditions. The results for pre and post‐crisis periods largely were consistent with those obtained for the full sample, except for Turkey (pre‐crisis), and China and Indonesia (post‐crisis). The results of the causality test‐in‐mean (return) and that of the causality test‐in‐variance revealed no causal relation between stock and gold in the pre‐crisis period, while causality ran only from gold to some stocks in the post‐crisis period. Further, while there was volatility causality running only from gold to stocks during the pre‐crisis period, the volatility causality between the two markets was very high during the post‐crisis period. Therefore, we suggest that gold may have been a hedge for stocks during the pre‐crisis compared to the post‐crisis period. Further, international risk factors should be considered in optimal investment decisions between domestic and global markets' assets (stocks and gold).     

Putting the Cart before the Horse? Re-Examining the Relationship between Domestic Savings and Economic Growth in Selected Sub-Saharan African Countries

In addition to the standard Granger causality, this paper employs the Toda–Yamamoto approach and instantaneous causality test to examine the causal relationship between domestic savings and economic growth in 10 sub-Saharan African countries utilizing time series data. Findings from both the standard Granger causality and Toda–Yamamoto approach are consistent and robust only in five countries where domestic savings and economic growth are completely independent in three countries. For the remaining two, causality runs from savings to growth. However, for the other five countries, findings produced from both causality tests are grossly inconsistent and mixed leaving us under a quandary although the Toda–Yamamoto test is often reliable on account of its ability to avoid misleading results associated with the asymptotic nature of the standard Granger causality test. Our findings further reveal an instantaneous unidirectional causality from domestic savings to economic growth for only Benin, Mali, and South Africa suggesting that savings-led growth is rapid for these countries. We conclude based on our findings that the myriad of ‘evidence’ in earlier studies on savings-growth causality should be treated with caution given that methodological differences can produce misleading results with the potential of misdirecting policy.     

Market Reforms and Commodity Price Volatility: The Case of East African Coffee Market

The goal of this paper is to examine the impact of commodity market reforms on producer price volatility using evidence from the East African coffee market. The results, based on time‐varying volatility models and key summary statistics, show that coffee market reforms in the East African Community (EAC) are associated with changes in producer price volatility and volatility persistence at both country and regional levels. However, reforms were not the only cause of changes in price volatility. The study further shows that reforms had different effects on prices volatilities of Arabica and Robusta varieties of coffee grown in individual EAC countries. These findings have wider implication for commodity market reforms and producer price stabilisation policies in the EAC and coffee producing countries in sub‐Sahara Africa.     

人力资本、出口贸易与我国经济增长的动态关系

本文应用1952-2004年的实际数据,利用内生的结构断点单位根检验、协整和误差修正模型对我国的GDP、出口和人力资本存量之间的动态行为关系进行了实证研究。结果表明:GDP、出口和人力资本都是有结构断点的非平稳时间序列,它们三者之间存在长期的均衡关系;人力资本与出口之间有着双向的因果关系,且人力资本是经济增长的原因。本文的结论支持了我国是人力资本型内生经济增长和出口导向型经济增长国家的认识。     

Measuring alternative asset prices in an emerging market: The case of the South African art market

Investments in alternative assets, such as art, are influenced by indices that measure price movements in these assets. This paper uses the South African art market to consider how different methodologies influence price estimates in a setting where repeated sales of the same artworks are limited. The focus is on estimating art prices in South Africa, based on a comprehensive database of South African art auctions. A new pseudo-repeat sales method is proposed, to overcome data limitations facing conventional hedonic and repeat sales methods. While the methods suggest similar trends in South African art prices, the levels and volatilities of the returns vary widely, depending on the method used to estimate the price index. The paper also introduces a test for price bubbles that accounts for the measurement error associated with constructed art price indices. Unlike indices based on central tendency methods, regression-based methods indicate mildly explosive prices for oil and watercolour art in South Africa, in the run-up to the global financial crisis. The new test suggests similar conclusions, but indicates shorter periods of explosive price behaviour.     

资产价格波动与金融稳定研究述评

资产价格波动与金融稳定的关系,一直是学术界研究的热点问题。近年来的研究认为资产价格波动与银行信贷的相互作用加强,进而日趋影响金融稳定;资产价格波动直接影响银行资本金和金融机构经营环境从而影响金融稳定;理论研究日益强调信息不对称以及“委托一代理”问题在资产价格波动影响金融稳定过程中的重要性。同时,大部份的实证研究都支持了资产价格波动对金融稳定具有重要影响的观点。一些学者就如何应对资产价格波动从而保持金融稳定的问题提出了针对性的建议。     

Going Alone: The Case for Relaxed Reciprocity in Freeing Trade

We examine the output elasticity of infrastructure for four South Asian countries viz., India, Pakistan, Bangladesh, and Sri Lanka using panel cointegration techniques for the period 1980–2005. In this context, we develop an index of infrastructure stocks and investigate the impact of infrastructure on output. The study finds a long-run equilibrium relationship between output and infrastructure along with other relevant variables, such as gross domestic capital formation (GDCF), labor force, international trade and human capital. The results reveal that GDCF, labor force, export and expenditure on human capital exhibit a positive contribution to output. More importantly, infrastructure development contributes significantly to output growth in South Asia. Further, the panel causality analysis shows that there is mutual feedback between total output and infrastructure development.     

Volatility Spillovers and the Risk-Return Relation Between Stock and Foreign Exchange Markets in Brazil

We examine the evidence of mean and volatility spillovers between stock and foreign exchange markets in Brazil with multivariate GARCH models and nonlinear Granger causality tests. We also use a multivariate GARCH-in-mean model to assess the relationship between risk and return in these markets. The results indicate that the stock market leads the foreign exchange market in price formation and that nonlinear Granger causalities from the exchange market to the stock market do occur. Part of these nonlinear causalities are explained by volatility spillovers. We show that exchange rate volatility affects not only stock market volatility but also stock returns.     

Dynamics of capital account and current account in Sri Lanka

This paper enquires the dynamics of current account and capital account in Sri Lanka for the period 2001:Q1 to 2016:Q1 and also examines the role of some policy variables such as exchange rate and interest rate in this dynamics. Estimated autoregressive distributed lag (ARDL) bound testing approach to cointegration followed by error correction representation of the ARDL model have found that current account is caused by capital account and exchange rate, where capital account causes to produce a deficit in current account. In the dynamic adjustment of current account due to exchange rate, an evidence of J-curve phenomenon is noticed. Capital account is neither caused by current account nor by exchange rate but interest rate has a positive impact on it. Robustness of these findings is testified by the vector autoregression model, Wald test of Granger causality followed by an impulse response analysis and a variance decomposition analysis. These analyses, in addition, establish a negative impact of interest rate on current account. With the best of knowledge this is the first study that reveals the dynamics of current and capital account of Sri Lanka. Such a dynamics is critical from the policy perspective. Policy makers should caution before capital account liberalization.     

干散货运价指数与中国进口铁矿石价格溢出效应研究

研究干散货运价与大宗原材料价格的溢出效应可以分析跨市场间的价格信息传导,进而规避风险。以BDI、BCI、中国进口铁矿石价格的日频数据为研究样本,通过建立VAR模型,引入Granger因果检验,探索三者之间的均值溢出效应;构建VAR-MGARCH-BEKK模型,研究三者之间的波动溢出效应。结果表明:BCI与进口铁矿石价格互相存在均值溢出效应;BDI对进口铁矿石价格波动持续性逐渐增强,BCI对进口铁矿石价格波动持续性逐渐减弱;航运市场居于跨市场系统主导地位。     

Recent Evidence on the Oil Price Shocks on Gulf Cooperation Council Stock Markets

The recent plunge in the price of oil affected many countries, especially major oil producers and exporters, such as the Gulf Cooperation Council (GCC), which accounts for half of the global oil reserves. This paper examines the impact of oil price changes on GCC stock markets, including Bahrain, Kuwait, Oman, Qatar, Kingdom of Saudi Arabia, and United Arab Emirates over a 10-year period, 2005–2015. We examine the direction of influence and influence absorption through Granger causality and impulse response function. The results are important for portfolio management at the international level, and provide insights for government and regulatory authorities in times of oil price change. Additionally, the evidence suggests the need for more economic diversification at the country level in the GCC region to mitigate high volatility in the event of oil shocks.     

Accounting for stochastic interest rates,stochastic volatility and a general correlation structure in the valuation of forward starting options

A quantitative analysis on the pricing of forward starting options under stochastic volatility and stochastic interest rates is performed. The main finding is that forward starting options not only depend on future smiles, but also directly on the evolution of the interest rates as well as the dependency structures among the underlying asset, the interest rates, and the stochastic volatility: compared to vanilla options, dynamic structures such as forward starting options are much more sensitive to model specifications such as volatility, interest rate, and correlation movements. We conclude that it is of crucial importance to take all these factors explicitly into account for a proper valuation and risk management of these securities. The performed analysis is facilitated by deriving closed‐form formulas for the valuation of forward starting options, hereby taking the stochastic volatility, stochastic interest rates as well the dependency structure between all these processes explicitly into account. The valuation framework is derived using a probabilistic approach, enabling a fast and efficient evaluation of the option price by Fourier inverting the forward starting characteristic functions. © 2010 Wiley Periodicals, Inc. Jrl Fut Mark 31:103–125, 2011     

高价值农产品价格的波动特征与传导效应——基于中国荔枝市场的经验研究

借助2012—2019年中国荔枝龙眼产业技术体系的公开价格数据,采用时间序列相关模型对荔枝产业链上下游价格的波动特征与传导效应进行实证分析。研究表明,收购价格和零售价格存在波动集聚的特征,收购价格波动存在负的非对称性。收购价格和零售价格之间存在格兰杰因果关系,且相互影响具有一定的时滞性。从短期看,零售价格受到收购价格冲击的影响更大;从中长期看,零售价格对收购价格的冲击持续时间更长。     

Causality in the VIX futures market

This study examines the price‐discovery function and information efficiency of a fast growing volatility futures market: the Chicago Board of Option Exchange VIX futures market. A linear Engle–Granger cointegration test with an error correction mechanism (ECM) shows that during the full sample period, VIX futures prices lead spot VIX index, which implies that the VIX futures market has some price‐discovery function. But a modified Baek and Brock nonlinear Granger test detects bi‐directional causality between VIX and VIX futures prices, suggesting that both spot and futures prices react simultaneously to new information. Quarter‐by‐quarter investigations show that, on average, the estimated parameters are not significantly different from zero, thus providing further evidence supporting information efficiency in the VIX futures market. © 2011 Wiley Periodicals, Inc. Jrl Fut Mark     

Updating the estimation of the supply of storage

An updated supply of storage is estimated to reflect recent developments in the literature. This study adds a measure of price variability, specifically implied volatility. It also adds a measure of the call‐option value to sell stocks before the end of the storage period, specifically a measure developed by Heaney (2002). The model is estimated for U.S. soybean stocks carried between crop years. A quadratic relationship is found between stocks to use ratio and implied volatility. A statistically significant, inverse, linear relationship is found between the storage‐cost–adjusted spread and the estimated call‐option value. This finding is consistent with the much debated idea that convenience yield is a return to storage that can offset losses from storage when intertemporal price spreads are negative. © 2006 Wiley Periodicals, Inc. Jrl Fut Mark 26:657–676, 2006     

The effects of sovereign credit rating spillovers on neighbouring countries’ financial markets

This study investigates the spillover effects of long-term foreign currency sovereign credit rating announcements on foreign currency-denominated bonds and stock markets in 19 African countries during the period of 1994–2014. Using a combination of Granger causality tests and impulse response function, the results show that there is marginal regional sovereign rating spillover impacts that are quickly absorbed into capital markets trading long-term securities. The analysis further shows marginal spillover effects that persist over longer time periods in sovereign ratings of other countries in the same region from a sovereign rating change in one country. These results imply that the regional bilateral linkages between countries serve as channels of capital and sovereign credit rating information flow. Thus, it is imperative for regional countries to pursue prudent developmental macroeconomic policies to avoid negative ratings that will have regional spillover effects.     

中国能源消费因果关系分析

基于协整、误差修正模型与方差分解,分析我国1953年以来的能源消费与经济增长、能源价格、产业结构之间的Granger因果关系。实证结果表明:经济增长不是引起能源消费变化的原因,这可能是由于我国存在着严重的能源浪费造成的;而能源消费是引起经济增长的原因,这验证了我国过去50年高投资、高消耗的粗放式经济增长模式,近几年我国能源消费弹性系数的变化再次反映了这一问题。能源消费与能源价格不存在任何方向的因果关系,方差分解结果再次肯定了能源价格的相对外生性,这预示着政府若要增强能源价格对于能源消费的影响作用,必须放开对能源价格的管制,让市场主导能源价格的形成。产业结构是引起能源消费变化的重要原因,因此从产业结构方面入手调控能源消费将是非常有效的。     

The Effect of Sport Sponsorship Programs of Various Sport Events on Stock Price Behavior During a Sport Event

This paper examines sporting event's spillover effect to investor's behavior through event study analysis using the GARCH (p,q) model, focusing on the stock price effects of a sport sponsorship program during and after a sporting event. Studying stock price behavior during a sporting event is attempted for the first time in the marketing and sponsorship literature. First, we provide some summary points from the review of 40 research works and interpretive claims, based on a conceptual and theoretical framework. Second, we consider daily stock returns of 28 listed companies that have sponsored 15 major sports events during the period 2000–2009, in order to examine the effect of major sporting events on sponsors’ stock returns and volatility. The three research hypotheses are supported. Research results show that stock returns and volatility changed significantly during and after the sporting event compared to pre-event period. Results show that stock price effects caused by sports events’ sponsorship programs are firm-specific, as well as sporting event-specific. The findings of this study are of high value for promotion managers as it allows them to become more critically aware of the practical wisdom of sporting events.     

Return distributions and volatility forecasting in metal futures markets: Evidence from gold,silver, and copper

The characterization of return distributions and forecast of asset‐price variability play a critical role in the study of financial markets. This study estimates four measures of integrated volatility—daily absolute returns, realized volatility, realized bipower volatility, and integrated volatility via Fourier transformation (IVFT)—for gold, silver, and copper by using high‐frequency data for the period 1999 through 2008. The distributional properties are investigated by applying recently developed jump detection procedures and by constructing financial‐time return series. The predictive ability of a GARCH (1,1) forecasting model that uses various volatility measures is also examined. Three important findings are reported. First, the magnitude of the IVFT volatility estimate is the greatest among the four volatility measures. Second, the return distributions of the three markets are not normal. However, when returns are standardized by IVFT and realized volatility, the corresponding return distributions bear closer resemblance to a normal distribution. Notably, the application of financial‐time sampling technique is helpful in obtaining a normal distribution. Finally, the IVFT and realized volatility proxies produce the smallest forecasting errors, and increasing the time frequency of estimating integrated volatility does not necessarily improve forecast accuracy. © 2010 Wiley Periodicals, Inc. Jrl Fut Mark 31:55–80, 2011     

Bid and ask prices of index put options: Which predicts the underlying stock returns?

In this study, we separately estimate the implied volatility from the bid and ask prices of deep out-of-the-money put options on the S&P500 index. We find that the implied volatility of ask prices has stronger predictive power for stock returns than does the implied volatility of bid prices. We identify two sources of the better performance of the ask price implied volatility: one is its stronger predictive power during economic recessions and in the presence of increasing intermediary capital risk, and the other is its richer information about the future market variance risk premium.