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2018, 04, v.12 94-126
经济政策不确定性冲击与股市波动率——来自宏观与微观两个层面的经验证据
基金项目(Foundation): 国家社科基金重大项目(17ZDA074);; 教育部人文社科规划基金(16YJA790047)
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摘要:

近年来,我国股票市场波动性显著加大。本文基于1995—2016年我国股票市场波动率和个股波动率的月度数据,首先从宏观层面构建门限VAR模型捕捉经济政策不确定性对于市场波动率的非线性冲击,进一步基于微观企业角度分析经济政策不确定性对于个股波动率的影响。研究表明,经济政策不确定性上升不仅会明显加大股票市场波动率,而且会使个股波动率提高,因为投资者对公司基本面的意见分歧加大,同时市场悲观情绪增加。经济政策不确定性指数每上升一单位,个股波动率平均增加0.37%。随着经济政策不确定性上升和市场波动率加大,经济政策不确定性指数对于股市波动率的冲击会显著放大,表现出明显的非线性。我国政府在制定政策时应充分考虑到经济政策不确定性的影响,以避免金融市场波动。

Abstract:

In recent years,the volatility of stock market in China has increased significantly. By using the monthly data of stock volatility from 1995 to 2016,this paper first captures the nonlinear impact of economic policy uncertainty(EPU) on stock market volatility with the threshold VAR model from macro level. It further analyzes the influence of EPU on volatility of individual stocks. The empirical results show that:(1) the increase of EPU not only amplifies the market volatility,but also spills over to the volatility of individual stocks through magnifying the information disagreement of company fundamentals and the pessimistic sentiment of investors;(2) one unit of EPU increase will lead to an average increase of stock volatility by 0. 37%;(3) with the increase of EPU or market volatility,the impact of EPU on stock market volatility will be enlarged,showing distinct nonlinearity. This paper implies that the government should take the possible influence of economic policy on capital markets into consideration to avoid fluctuation.

参考文献

陈国进,刘晓群,谢沛霖,等.2016.已实现跳跃波动与中国股市风险溢价研究———基于股票组合视角[J].管理科学学报,19(6) : 98 -113.

何兴强,李涛.2007.不同市场态势下股票市场的非对称反应———基于中国上证股市的实证分析[J].金融研究,(8a) : 131 -140.

饶品贵,岳衡,姜国华.2017.经济政策不确定性与企业投资行为研究[J].世界经济,40(2) : 27 -51.

史代敏.2002.股票市场波动的政策影响效应[J].管理世界,(8) : 11 -15.

魏星集,夏维力,孙彤彤.2014.基于 BW 模型的 A 股市场投资者情绪测度研究[J].管理观察,(33) : 71 -73.

易志高,茅宁.2009.中国股市投资者情绪测量研究: CICSI 的构建[J].金融研究,(11) : 174 -184.

张浩,李仲飞,邓柏峻.2015.政策不确定,宏观冲击与房价波动———基于 LSTVAR 模型的实证分析[J].金融研究,(10) : 32 -47.

赵振全,张宇.2003.中国股票市场波动和宏观经济波动关系的实证分析[J].数量经济技术经济研究,20(6) :143 -146.

ANG A,HODRICK R J,XING Y,ZHANG X. 2006. The cross-section of volatility and expected returns[J]. The Journal of Finance,61(1) : 259 -299.

ANTONAKAKIS N,CHATZIANTONIOU I,FILIS G. 2013. Dynamic co-movements of stock market returns,implied volatility and policy uncertainty[J]. Economics Letters,120(1) : 87 -92.

BAKER S R,BLOOM N,DAVIS S J. 2016. Measuring economic policy uncertainty[J]. The Quarterly Journal of Economics,131(4) : 1593 -1636.

BAKER M,WURGLER J. 2006. Investor sentiment and the cross ‐ section of stock returns[J]. The Journal of Finance,61(4) : 1645 -1680.

BALKE N S. 2000. Credit and economic activity: credit regimes and nonlinear propagation of shocks[J]. Review of Economics and Statistics,82(2) : 344 -349.

BEKAERT G,HARVEY C R. 1997. Emerging equity market volatility[J]. Journal of Financial Economics,43(1) : 29-77.

BERNANKE B S. 1983. Non-monetary effects of the financial crisis in the propagation of the Great Depression[J]. The American Economic Review,73(3) : 257 -276.

BLACK F. 1976. Studies of stock price volatility changes[J]. Meetings of the Business and Economics Statistics Section,American Statistical Association: 177 -181.

BLAKE A P,MUMTAZ H. 2012. Applied Bayesian econometrics for central bankers[J]. Technical Books.

BRANDT M W,KANG Q. 2004. On the relationship between the conditional mean and volatility of stock returns: Alatent VAR approach[J]. Journal of Financial Economics,72(2) : 217 -257.

BROGAARD J,DETZEL A. 2015. The asset-pricing implications of government economic policy uncertainty[J].Management Science,61(1) : 3 -18.

CHRISTIE A A. 1982. The stochastic behavior of common stock variances: Value,leverage and interest rate effects[J].Journal of Financial Economics,10(4) : 407 -432.

DITTMAR A,THAKOR A. 2007. Why do firms issue equity? [J]. The Journal of Finance,62(1) : 1 -54.

GARFINKEL J A,SOKOBIN J. 2006. Volume,opinion divergence,and returns: A study of post-earnings announcement drift[J]. Journal of Accounting Research,44(1) : 85 -112.

GILCHRIST S,SIM J W,ZAKRAJEK E. 2014. Uncertainty,Financial Frictions,and Investment Dynamics[J].Meeting Papers. Society for Economic Dynamics.

Gulen H,and Ion M. Policy uncertainty and corporate investment. The Review of Financial Studies 29: 523 -564.

GULEN H,ION M. 2016. Policy uncertainty and corporate investment[J]. The Review of Financial Studies,29(3) :523 -564.

HAMILTON J D,LIN G. 1996. Stock market volatility and the business cycle[J]. Journal of Applied Econometrics,11(5) : 573 -593.

HANSEN B E. 1999. Threshold effects in non-dynamic panels: Estimation,testing,and inference[J]. Journal ofEconometrics,93(2) : 345 -368.

HONG H,SRAER D A. 2016. Speculative Betas[J]. Journal of Finance,71(5) : 2095 -2144.

JIANG G,Lee C M C,Zhang Y. 2005. Information Uncertainty and Expected Returns[J]. Review of AccountingStudies,10(2 -3) : 185 -221.

KANG W,RATTI R A. 2013. Oil shocks,policy uncertainty and stock market returns[J]. Journal of International Financial Markets,Institutions and Money,26: 305 -318.

KANG W,RATTI R A. 2015. Policy uncertainty in China,oil shocks and stock returns[J]. Economics of Transition 23(4) : 657 -676.

ARROW K J,HURWICZ L. 1958. On the stability of the competitive equilibrium,I[J]. Econometrica: Journal of the Econometric Society: 522 -552.

KIM H,KUNG H. 2016. The asset redeployability channel: How uncertainty affects corporate investment[J]. The Review of Financial Studies 30(1) : 245 -280.

LEE W Y,JIANG C X,INDRO D C. 2002. Stock market volatility,excess returns,and the role of investor sentiment[J]. Journal of Banking and Finance,26(12) : 2277 -2299.

LIU L X,SHU H,WEI K C J. 2017. The impacts of political uncertainty on asset prices: Evidence from the Bo scandalin China[J]. Journal of Financial Economics,125(2) : 286 -310.

LIU L,Zhang T. 2015. Economic policy uncertainty and stock market volatility[J]. Finance Research Letters,15: 99-105.

OFFICER R R. 1973. The variability of the market factor of the New York Stock Exchange[J]. The Journal of Business,46(3) : 434 -453.

PAN Y,WANG T Y,WEISBACH M S. 2015. Learning about CEO ability and stock return volatility[J]. The Review of Financial Studies,28(6) : 1623 -1666.

P STOR ,PIETRO V. 2003. Stock valuation and learning about profitability[J]. The Journal of Finance,58(5) : 1749-1789.

SCHWERT G W. 1989. Why does stock market volatility change over time? [J]. The Journal of Finance,44(5) : 1115-1153.

SHILLER R J. 1981. Do stock prices move too much to be justified by subsequent changes in dividends? [J]. American Economic Review,71(3) : 421 -436.

SHILLER R J. 2000. Irrational exuberance,Princeton[M]. New Jersey: Princeton University Press.

(1)我们也参照张浩等(2015),进一步采用LSTVAR模型进行了稳健性检验,得出的结论与TVAR模型基本保持一致。

(1)根据Hansen(1999),采用自助法(bootstrap)模拟500次得到F检验统计量,同时我们也进行了双门限的面板门限模型检验,发现第二个门限值并不显著,因此采用单一门限值。

基本信息:

DOI:

中图分类号:F832.51;F124

引用信息:

[1]李力,宫蕾,王博.经济政策不确定性冲击与股市波动率——来自宏观与微观两个层面的经验证据[J].金融学季刊,2018,12(04):94-126.

基金信息:

国家社科基金重大项目(17ZDA074);; 教育部人文社科规划基金(16YJA790047)

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