Cointegration and causality between macroeconomic variables and stock market returns

The purpose of this study is to investigate whether current economic activities in Korea can explain stock market returns by using a cointegration test and a Granger causality test from a vector error correction model. This study finds that the Korean stock market reflects macroeconomic variables on stock price indices. The cointegration test and the vector error correction model illustrate that stock price indices are cointegrated with a set of macroeconomic variables—that is, the production index, exchange rate, trade balance, and money supply—which provides a direct long-run equilibrium relation with each stock price index. However, the stock price indices are not a leading indicator for economic variables, which is inconsistent with the previous findings that the stock market rationally signals changes in real activities.     

Treasury Bond Volatility and Uncertainty about Monetary Policy

We show that dispersion‐based uncertainty about the future course of monetary policy is the single most important determinant of Treasury bond volatility across all maturities. The link between Treasury bond volatility and uncertainty about macroeconomic variables is much stronger than for the more traditional time series measures of macroeconomic volatility and adds beyond the information contained in lagged bond market volatility. Uncertainty about monetary policy subsumes the uncertainty about future inflation (consumer price index and the deflator) and economic activity (unemployment, real and nominal gross domestic product and industrial production). In addition, causality clearly runs one way: from monetary policy uncertainty to Treasury bond volatility.     

Asset price volatility,price markups,and macroeconomic fluctuations

A variant of the neoclassical growth model is considered to study the role of innovation, lags in technology adoption, total factor productivity TFP, and price markups as main determinants of asset price volatility. The model confers a prominent role to price markups as opposed to other macroeconomic sources of uncertainty. In the data, price markups are highly correlated with stock market values, whereas other financial measures of profitability exhibit much less volatility and are weakly correlated with stock market values.     

机构投资者影响我国股价波动的实证研究

采用 TGARCH 模型对机构投资者与我国股指波动的关系进行研究,实证结果表明：无论是否考虑宏观经济因素对股票市场的影响,机构投资者对我国股票市场波动均产生正向影响。进一步用面板数据模型对机构投资者与上市公司股价波动的关系进行研究,发现机构投资者在不同宏观经济环境下也均未起到稳定上市公司股价波动的作用。     

Investor Attention and Time‐varying Comovements

This paper analyses the effect of an increase in market‐wide uncertainty on information flow and asset price comovements. We use the daily realised volatility of the 30‐year treasury bond futures to assess macroeconomic shocks that affect market‐wide uncertainty. We use the ratio of a stock's idiosyncratic realised volatility with respect to the S&P500 futures relative to its total realised volatility to capture the asset price comovement with the market. We find that market volatility and the comovement of individual stocks with the market increase contemporaneously with the arrival of market‐wide macroeconomic shocks, but decrease significantly in the following five trading days. This pattern supports the hypothesis that investors shift their (limited) attention to processing market‐level information following an increase in market‐wide uncertainty and then subsequently divert their attention back to asset‐specific information.     

Informed and Strategic Order Flow in the Bond Markets

We study the role played by private and public information inthe process of price formation in the U.S. Treasury bond market.To guide our analysis, we develop a parsimonious model of speculativetrading in the presence of two realistic market frictions—informationheterogeneity and imperfect competition among informed traders—anda public signal. We test its equilibrium implications by analyzingthe response of two-year, five-year, and ten-year U.S. bondyields to order flow and real-time U.S. macroeconomic news.We find strong evidence of informational effects in the U.S.Treasury bond market: unanticipated order flow has a significantand permanent impact on daily bond yield changes during bothannouncement and nonannouncement days. Our analysis furthershows that, consistent with our stylized model, the contemporaneouscorrelation between order flow and yield changes is higher whenthe dispersion of beliefs among market participants is highand public announcements are noisy.     

Macroeconomic news announcements and price discovery: Evidence from Canadian–U.S. cross-listed firms

This study employs macroeconomic news announcements as a proxy for new information arrivals and examines their impact on price discovery. We compare the price discovery of 38 Canadian companies listed on the Toronto Stock Exchange (TSX) and the New York Stock Exchange (NYSE) for the period 2004–2011. First, we observe that price discovery shifts significantly during macroeconomic news announcement days. Second, the NYSE becomes more important in terms of price discovery, regardless of the origin of the news. Third, we examine the relation between price discovery and market microstructure variables. After controlling for liquidity shocks, we find that the impact of news announcements persists. Intraday analyses of price discovery on periods surrounding news releases further support these findings. Overall, our findings suggest that there is a difference in information-processing capability of the two markets, with the U.S. market being better at processing information than the Canadian market during macroeconomic news announcements.     

The Japanese stock market and the macroeconomy: An empirical investigation

We investigate the relationship between macroeconomic variables, such as the industrial production index, interest rate and inflation rate, and the stock market, using Toda and Yamamoto (1995)'s vector autoregressions (VAR) specification. The major findings are: (1) macroeconomic variables do Granger cause the stock market variable, while reverse is not so clear. (2) The lagged stock market variable affects its current value but its impact tend to diminish in the long-run. Policy implication we draw is that the price keeping operation by the Japanese government would not work, but appropriate macroeconomic policies would benefit not only the real market but also the stock market.     

宏观经济统计数据公布对中国金融市场影响的实证研究

本文分别运用无市场预期和引入市场预期之后的GARCH模型,研究消费者物价指数、固定资产投资增速、消费品零售总额增速、贸易顺差额以及货币供应量这五个宏观经济数据的定期公布对于我国股票市场、债券市场及外汇市场波动的影响。我们发现在股票市场,CPI统计数据的公布加大了日收益率的波动率,而其它经济数据的公布减小了其波动率;债券市场和外汇市场由于市场化程度较低,宏观经济统计数据的公布对其价格行为的影响较小。     

Macroeconomic announcements and asymmetric volatility in bond returns

This study analyses the impact of macroeconomic news announcements on the conditional volatility of bond returns. Using daily returns on the 1, 3, 5 and 10 year US Treasury bonds, we find that announcement shocks have a strong impact on the dynamics of bond market volatility. Our results provide empirical evidence that the bond market incorporates the implications of macroeconomic announcement news faster than other information. Moreover, after distinguishing between types of macroeconomic announcements, releases of the employment situation and producer price index are especially influential at the intermediate and long end of the yield curve, while monetary policy seem to affect short-term bond volatility.     

The role of gold futures in mitigating the impact of economic uncertainty on spot prices: Evidence from China

This paper studies the co-integration relationship and volatility spillover effect between China's gold futures and spot prices through the VECM-BEKK-GARCH model. Then, MSGARCH and DCCE-GARCH are applied to study the relationship among China's gold futures market, spot market price volatility and the stabilization effect in uncertain economic environments. This paper enriches the current research, providing gold market participants with hints to address economic uncertainty. The empirical results show that China's gold futures market has a weak stabilization effect on spot price volatility. In scenarios with uncertain economic information and uncertain macroeconomic changes, the correlation between gold futures and spot price volatility is reduced in China, and the role of gold futures in stabilizing the spot price weakens. Furthermore, with economic uncertainty, the fluctuation range of the gold futures price is greater than that of the spot price, with a tendency of more frequent fluctuations. This also means that the effectiveness of the futures market in regulating the spot price will be reduced, and gold market regulators need to stabilize the market through alternative methods to futures.     

Transaction Volume and Price Dispersion in the Presale and Spot Real Estate Markets

Noise trading has been intensively studied in finance, but rarely in real estate. Theories of price dispersion have also been well established in retailing research, but less so in real estate. This paper is the first attempt to study the effect of noise trading on price dispersion in the real estate spot and presale (forward) markets. Quality-controlled price dispersion data series are estimated using a sample of transaction data in the housing presale and spot markets in Hong Kong. Our results show that transaction volume has a negative and significant effect on price dispersion in the spot market, but a positive and significant effect in the presale market. These support our conjecture that there are more noise traders in the presale market due to lower transaction costs. The volume effects also provide support for the use of a volume weighted least squares model when constructing a repeat sales index.     

利率市场化改革对于人民币汇率的影响

利率与汇率作为货币资金的对内价格和对外价格,二者具有统一的价值基础,并且相互影响,相互制约,共同在金融市场的资源配置中发挥着重要的作用。利率作为货币资金的对内价格,影响着居民及企业的支出和投资,利率的变化对整个金融市场乃至整个经济生活都有不容忽视的影响。汇率作为货币资金的对外价格,是开放经济条件下,外汇市场上的核心价格变量,受外汇市场、国际收支、跨国资产组合、外汇储备等因素影响。在一国宏观经济中,利率政策和汇率政策是货币政策的重要组成部分,也是一国宏观经济调控的主要政策手段。实际上,在宏观经济运行中,尤其是开放型经济,利率与汇率存在着复杂的关系,甚至有时还存在冲突。因此,对于利率与汇率在传导机制、价值基础、政策运用方面的相互关系的研究,将更有利于发挥货币政策的宏观调控效果。近年来,随着我国的改革开放逐步向纵深方向发展,利率的市场化改革也将进入攻坚阶段。当然,利率市场化改革将对整个金融体系及经济生活产生深远影响,但本文将研究重点放在利率与汇率的联动关系进而更好的研究利率市场化改革对于人民币汇率的影响。     

Consumer search and dynamic price dispersion: an application to gasoline markets

This article studies the role of imperfect information in explaining price dispersion. We use a new panel data set on the U.S. retail gasoline industry and propose a new test of temporal price dispersion to establish the importance of consumer search. We show that price rankings vary significantly over time; however, they are more stable among stations at the same street intersection. We establish the equilibrium relationships between price dispersion and key variables from consumer search models. Price dispersion increases with the number of firms in the market, decreases with the production cost, and increases with search costs.     

On the Rate Structure of the American Life Insurance Market

This article re-examines the conclusion of previous studies that price dispersion is extreme in the American whole life insurance market. We take an axiomatic approach to the problem of measuring “price” dispersion in the market for the multiparameter whole life contracts, studying the distribution across contract offers of a price index which is uniquely determined by two conditions. In contrast to the accepted wisdom, we find that the derived measure of price dispersion is only 3.6% and that much of this dispersion can be accounted for by measurement error.     

Predicting the bear stock market: Macroeconomic variables as leading indicators

This paper investigates whether macroeconomic variables can predict recessions in the stock market, i.e., bear markets. Series such as interest rate spreads, inflation rates, money stocks, aggregate output, unemployment rates, federal funds rates, federal government debt, and nominal exchange rates are evaluated. After using parametric and nonparametric approaches to identify recession periods in the stock market, we consider both in-sample and out-of-sample tests of the variables’ predictive ability. Empirical evidence from monthly data on the Standard & Poor’s S&P 500 price index suggests that among the macroeconomic variables we have evaluated, yield curve spreads and inflation rates are the most useful predictors of recessions in the US stock market, according to both in-sample and out-of-sample forecasting performance. Moreover, comparing the bear market prediction to the stock return predictability has shown that it is easier to predict bear markets using macroeconomic variables.     

Returns to Scale,Market Power,and the Nature of Price Rigidity in New Keynesian Models with Self‐Fulfilling Expectations

Increasing returns to scale and firms' market power are two potential sources of sunspot expectations in neoclassical models. We show that in New Keynesian models, returns to scale and market power can have fundamentally different implications for broad macroeconomic issues, including self‐fulfilling expectations, depending on the nature of price rigidity. Our findings suggest that the design of stabilization monetary policy can depend on precise knowledge about the economy's real and nominal features. Therefore, a clear understanding of the specific economic environment and its relevance to monetary policymaking for ensuring macroeconomic stability can be an integrated part of monetary policy practice.     

宏观经济变量对股票价格的影响研究

股票价格不仅仅受其内在价值的影响,还和宏观经济因素有密切的关系.运用向量自回归方法,就宏观经济对股票价格的影响进行实证分析.研究结果表明,股票价格指数的短期波动受通货膨胀率、利率、储蓄的短期变化的影响;但是中国股票市场的走势与实体经济发展也存在背离,工业增加值与货币供给量的变化对股票价格指数的影响较小.     

股市波动、金融政策和宏观经济关系研究——基于因子VAR模型

通过因子分析从诸宏观经济变量中提取了金融政策因子和宏观经济状态因子,建立了基于VAR的股价波动、金融政策和宏观经济三变量回归模型。研究表明：金融政策影响股价的表现,而宏观经济状态对股价、股价对金融政策和宏观经济状态的影响均不显著;基于标准差的VAR（5）模型相对于基于收益率的VAR（3）模型能更好地刻画股市波动与金融政策、宏观经济三者之间的关系。     

Gold price dynamics and the role of uncertainty

This study focuses on the dynamics of the gold price against bonds, stocks and exchange rates based on a disaggregation of the underlying relationships across different frequencies applying a wavelet decomposition. To analyze joint extreme movements (i.e. tail dependence), we adopt a copula approach, which helps us to assess the dependence between the returns of gold and other assets in calm and turmoil market times and therefore the hedge and safe haven functions of gold. We also examine whether gold prices are directly affected by changes in macroeconomic uncertainty, economic policy uncertainty and/or CPI forecasters disagreement. Analyzing data for nine economies for a sample period starting in 1985, we find that the role of gold changes significantly after the collapse of Lehman Brothers in 2008. Gold is unable to serve as a hedge or safe haven in the classical sense while the findings for the period prior to 2008 mostly suggest that gold is able to shield investors. Uncertainty measures display a surprising and time-varying relationship with the path of the gold price. While economic policy uncertainty is positively correlated with gold price changes, macroeconomic uncertainty and inflation uncertainty among forecasters are both negatively related to gold price changes.