兼顾金融稳定的最优货币政策规则及其在中国的检验Optimal Monetary Policy Rule with the Target of Financial Stability and Its Test in China
邓创,徐曼,许志伟
摘要(Abstract):
本文运用带有时变参数的因子扩展向量自回归模型,以多维金融指标体系为基础构建中国动态金融形势指数,作为金融波动的衡量依据并将其纳入货币政策调控的目标体系,构建包含内生金融冲击的新凯恩斯模型解析货币政策对经济与金融波动的最优反应机理,并在此基础上进一步实证检验引入金融稳定目标的最优货币政策规则在不同阶段的适用性差异。研究结果表明:兼顾金融和经济双重稳定的最优货币政策规则能够有效降低传统货币政策对价格和产出波动作出逆风向反应时可能出现的偏误;与金融危机爆发之前相比,危机后中国货币政策对价格波动调控的有效性得到提升,对经济波动的反应依然稳定,对金融形势变化的反应则显著提高。这些研究为新时代进一步提高货币政策的科学性和有效性、实现宏观经济与金融体系的双重稳定提供了有益的理论依据和政策启示。
关键词(KeyWords): 金融形势指数;货币政策规则;金融稳定;通货膨胀;TVP-FAVAR模型
基金项目(Foundation): 国家自然科学基金面上项目“中国金融周期的波动特征、形成机理及其与经济周期的动态关联机制研究”(批准号:71873056);; 教育部哲学社会科学研究重大课题攻关项目“资本市场的系统性风险测度与防范体系构建研究”(批准号:17JZD016);; 吉林省社科基金重点项目“吉林省维护金融稳定与推动经济高质量发展的平衡路径与对策研究”(批准号:2020A15);; 中央高校青年学术领袖培育计划“宏观经济不确定性下中国的金融周期波动与系统性风险防范”(批准号:2019FRLX12)的资助
作者(Author): 邓创,徐曼,许志伟
DOI: 10.16513/j.cnki.cje.2021.03.001
参考文献(References):
- 卞志村,孙慧智,曹媛媛.2012.金融形势指数与货币政策反应函数在中国的实证检验[J].金融研究,(8):44-55.Bian Z C,Sun H Z,Cao Y Y.2012.Financial condition index and monetary policy reaction function’s empirical test in China[J].Journal of Financial Research,(8):44-55.(in Chinese)
- 卞志村,笪哲,刘珂.2019.中国金融状况的动态测度及其非线性宏观经济效应[J].财经问题研究,(9):53-61.Bian Z C,Da Z,Liu K.2019.Dynamic measurement of China’s financial situation and its non-linear macroeconomic effects[J].Research on Financial and Economic Issues,(9):53-61.(in Chinese)
- 陈守东,王妍,唐亚晖.2013.我国金融不稳定性及其对宏观经济非对称影响分析[J].国际金融研究,(6):56-66.Chen S D,Wang Y,Tang Y H.2013.Research on financial instability and asymmetric effect on China’s economy[J].Studies of International Finance,(6):56-66.(in Chinese)
- 陈雨露.2015.重建宏观经济学的“金融支柱”[J].国际金融研究,(6):3-11.Chen Y L.2015.Reconstructing the financial pillar of macroeconomics[J].Studies of International Finance,(6):3-11.(in Chinese)
- 戴国强,张建华.2009.中国金融状况指数对货币政策传导作用研究[J].财经研究,35(7):52-62.Dai G Q,Zhang J H.2009.Study on finance condition index and asset price channel of monetary policy in China[J].Journal of Finance and Economics,35(7):52-62.(in Chinese)
- 邓创,吴泰岳,石柱鲜.2012.我国潜在产出、自然利率与均衡汇率的联合估计及其应用[J].数理统计与管理,31(3):398-408.Deng C,Wu T Y,Shi Z X.2012.Joint estimation of potential output,natural rate of interest and equilibrium exchange rate in China[J].Journal of Applied Statistics and Management,31(3):398-408.(in Chinese)
- 邓创,徐曼.2014.中国的金融周期波动及其宏观经济效应的时变特征研究[J].数量经济技术经济研究,31(9):75-91.Deng C,Xu M.2014.Financial cycle fluctuation and its macroeconomic effect in China[J].The Journal of Quantitative & Technical Economics,31(9):75-91.(in Chinese)
- 邓创,徐曼,赵珂.2019.金融周期理论与实证研究的新进展[J].国际金融研究,(5):36-44.Deng C,Xu M,Zhao K.2019.A review of theoretical and empirical research on financial cycle[J].Studies of International Finance,(5):36-44.(in Chinese)
- 邓创,赵修仪,赵珂.2021.中美两国金融子市场的周期波动特征与传导机制研究——基于频域视角的比较分析[J].数量经济研究,26(1):20-38.Deng C,Zhao X Y,Zhao K.2021.The fluctuation characteristics and transmission mechanism of financial sub-market cycles in China and the US—An analysis based on frequency domain[J].The Journal of Quantitative Economics,26(1):20-38.(in Chinese)
- 刁节文,章虎.2012.基于金融形势指数对我国货币政策效果非线性的实证研究[J].金融研究,(4):32-44.Diao J W,Zhang H.2012.The empirical study of the nonlinear effect of monetary policy based on the financial conditions index[J].Journal of Financial Research,(4):32-44.(in Chinese)
- 封北麟,王贵民.2006.金融状况指数FCI与货币政策反应函数经验研究[J].财经研究,32(12):53-64.Feng B L,Wang G M.2006.An empirical study on China’s financial condition index and monetary policy reaction function[J].Journal of Finance and Economics,32(12):53-64.(in Chinese)
- 葛奇.2016.金融稳定与央行货币政策目标——对“杰克逊霍尔共识”的再认识[J].国际金融研究,(6):3-12.Ge Q.2016.Financial stability and central bank’s monetary policy objective—Rethinking of the “Jackson Hole Consensus”[J].Studies of International Finance,(6):3-12.(in Chinese)
- 郭红兵,杜金岷.2014.中国货币政策关注金融稳定吗?——纳入FSCI的货币政策反应函数的实证检验[J].广东财经大学学报,29(5):4-13.Guo H B,Du J M.2014.Does China’s monetary policy concern financial stability:An empirical test based on financial stability conditions index (FSCI) and monetary policy reaction[J].Journal of Guangdong University of Finance & Economics,29(5):4-13.(in Chinese)
- 郭晔,杨娇.2012.货币政策的指示器——FCI的实证检验和比较[J].金融研究,(8):16-28.Guo Y,Yang J.2012.An empirical study and the comparison of financial condition index as an indicator of monetary policy[J].Journal of Financial Research,(8):16-28.(in Chinese)
- 胡小文.2017.汇率市场化对货币政策有效性与独立性的影响研究——基于NOEM—DSGE模型的模拟[J].国际贸易问题,(5):153-165.Hu X W.2017.Impact of the exchange rate liberalization on the effectiveness and independence of monetary policy[J].Journal of International Trade,(5):153-165.(in Chinese)
- 胡再勇.2010.我国的汇率制度弹性、资本流动性与货币政策自主性研究[J].数量经济技术经济研究,27(6):20-34,125.Hu Z Y.2010.The study on elasticity of exchange rate regimes,capital mobility and autonomy of monetary policies[J].The Journal of Quantitative & Technical Economics,27(6):20-34,125.(in Chinese)
- 江春,陈永.2014.中国利率市场化阶段利率规则探究——基于对泰勒规则的扩展[J].财贸研究,(3):100-107.Jiang C,Chen Y.2014.Interest rate rule in Chinese interest rate marketization stage:An extending exploration based on Taylor rule[J].Finance and Trade Research,(3):100-107.(in Chinese)
- 李成,王彬,马文涛.2010.资产价格、汇率波动与最优利率规则[J].经济研究,45(3):91-103.Li C,Wang B,Ma W T.2010.Assets price,exchange rate volatility and optimal interest rule[J].Economic Research Journal,45(3):91-103.(in Chinese)
- 李超.2013.国际货币基金组织资本流动管理框架的转变及其启示[J].国际经济评论,(5):9-18,4.Li C.2013.Change in IMF’s capital flows management framework and its implications[J].International Economic Review,(5):9-18,4.(in Chinese)
- 李雪松,罗朝阳.2019.金融周期、美联储加息与金融危机[J].财贸经济,40(10):66-80.Li X S,Luo C Y.2019.Financial cycle,Fed rate hike and financial crisis[J].Finance & Trade Economics,40(10):66-80.(in Chinese)
- 刘金全,张菀庭,徐宁.2018.资本账户开放度、货币政策独立性与汇率制度选择:三元悖论还是二元悖论?[J].世界经济研究,(5):3-13,64.Liu J Q,Zhang Y T,Xu N.2018.Capital account openness,monetary policy validity and exchange rate regime Trilemma or Dilemma?[J].World Economy Studies,(5):3-13,64.(in Chinese)
- 刘元春,李楠.2018.后危机时代中国金融条件指数的构建[J].经济理论与经济管理,(1):46-60.Liu Y C,Li N.2018.The construction of Chinas financial condition index in post crisis era[J].Economic Theory and Business Management,(1):46-60.(in Chinese)
- 陆军,梁静瑜.2007.中国金融状况指数的构建[J].世界经济,30(4):13-24.Lu J,Liang J Y.2007.Construction of China’s financial conditions index[J].The Journal of World Economy,30(4):13-24.(in Chinese)
- 栾惠德,侯晓霞.2015.中国实时金融状况指数的构建[J].数量经济技术经济研究,32(4):137-148.Luan H D,Hou X X.2015.Construction of China’s real-time financial conditions index[J].The Journal of Quantitative & Technical Economics,32(4):137-148.(in Chinese)
- 马勇.2013.基于金融稳定的货币政策框架:理论与实证分析[J].国际金融研究,(11):4-15.Ma Y.2013.Monetary policy framework based on financial stability:Theoretical and empirical analysis[J].Studies of International Finance,(11):4-15.(in Chinese)
- 马勇,张靖岚,陈雨露.2017.金融周期与货币政策[J].金融研究,(3):33-53.Ma Y,Zhang J L,Chen Y L.2017.Financial cycle and monetary policy[J].Journal of Financial Research,(3):33-53.(in Chinese)
- 汤凌霄.2011.大国特征、金融稳定与汇率制度改革[J].经济学动态,(3):46-49.Tang L X.2011.The characteristics of big countries,their financial stability and exchange rate regime reform[J].Economic Perspectives,(3):46-49.(in Chinese)
- 王维国,王霄凌,关大宇.2011.中国金融条件指数的设计与应用研究[J].数量经济技术经济研究,28(12):115-131.Wang W W,Wang X L,Guan D Y.2011.Design and application of FCI in China[J].The Journal of Quantitative & Technical Economics,28(12):115-131.(in Chinese)
- 王雪峰.2009.金融状况指数和货币政策中介目标[J].山西财经大学学报,31(11):95-101.Wang X F.2009.Financial conditions index and monetary policy intermediary target[J].Journal of Shanxi Finance and Economics University,31(11):95-101.(in Chinese)
- 王玉宝.2005.金融形势指数(FCI)的中国实证[J].上海金融,(8):29-32.Wang Y B.2005.China’s empirical study of the financial condition index (FCI)[J].Shanghai Finance,(8):29-32.(in Chinese)
- 吴晓芳,谢建国,葛秋颖.2017.人民币汇率制度改革影响了中国货币政策的有效性吗?[J].经济评论,(1):28-39.Wu X F,Xie J G,Ge Q Y.2017.Does RMB exchange-rate regime reform affect the effectiveness of China’s monetary policy?[J].Economic Review,(1):28-39.(in Chinese)
- 谢平,罗雄.2002.泰勒规则及其在中国货币政策中的检验[J].经济研究,(3):3-12,92.Xie P,Luo X.2002.Taylor rule and its empirical test in China’s monetary policy[J].Economic Research Journal,(3):3-12,92.(in Chinese)
- 徐国祥,郑雯.2013.中国金融状况指数的构建及预测能力研究[J].统计研究,30(8):17-24.Xu G X,Zheng W.2013.Construction and predictive ability research on China’s financial conditions index[J].Statistical Research,30(8):17-24.(in Chinese)
- 徐丽芳,许志伟,王鹏飞.2017.金融发展与国民储蓄率:一个倒U型关系[J].经济研究,52(2):111-124.Xu L F,Xu Z W,Wang P F.2017.Financial development andthe aggregate savings rates:An inverted-U relationship[J].Economic Research Journal,52(2):111-124.(in Chinese)
- 余辉,余剑.2013.我国金融状况指数构建及其对货币政策传导效应的启示——基于时变参数状态空间模型的研究[J].金融研究,(4):85-98.Yu H,Yu J.2013.China’s financial conditions index’s construct and its effects on the monetary policy transmission:Based on time-varying parameter state space model[J].Journal of Financial Research,(4):85-98.(in Chinese)
- 张屹山,张代强.2007.前瞻性货币政策反应函数在我国货币政策中的检验[J].经济研究,(3):20-32.Zhang Y S,Zhang D Q.2007.A test on a forward looking monetary policy reaction function in Chinese monetary policy[J].Economic Research Journal,(3):20-32.(in Chinese)
- 赵进文,高辉.2009.资产价格波动对中国货币政策的影响——基于1994—2006年季度数据的实证分析[J].中国社会科学,(2):98-114,206.Zhao J W,Gao H.2009.Impact of asset price fluctuation on China’s monetary policy:An empirical analysis based on quarterly data,1994—2006[J].Social Sciences in China,(2):98-114,206.(in Chinese)
- 郑挺国,刘金全.2010.区制转移形式的“泰勒规则”及其在中国货币政策中的应用[J].经济研究,45(3):40-52.Zheng T G,Liu J Q.2010.Taylor rule with regime switching and its application to China’s monetary policy[J].Economic Research Journal,45(3):40-52.(in Chinese)
- 周德才,冯婷,邓姝姝.2015.我国灵活动态金融状况指数构建与应用研究——基于MI-TVP-SV-VAR模型的经验分析[J].数量经济技术经济研究,32(5):114-130.Zhou D C,Feng T,Deng S S.2015.Construction and application of China flexible and dynamic financial conditions index[J].The Journal of Quantitative & Technical Economics,32(5):114-130.(in Chinese)
- Aizenman J,Hutchison M,Noy I.2011.Inflation targeting and real exchange rates in emerging markets[J].World Development,39(5):712-724.
- Angelopoulou E,Balfoussia H,Gibson H D.2014.Building a financial conditions index for the Euro area and selected Euro area countries:What does it tell us about the crisis?[J].Economic Modelling,38:392-403.
- Arestis P,Sawyer M.2012.The “new economics” and policies for financial stability[J].International Review of Applied Economics,26(2):147-160.
- Bernanke B S,Gertler M,Gilchrist S.1999.The financial accelerator in a quantitative business cycle framework[M]//Taylor J B,Woodford M.Handbook of Macroe-conomics.Amsterdam:Elsevier,1:1341-1393.
- Borio C,Zhu H B.2012.Capital regulation,risk-taking and monetary policy:A missing link in the transmission mechanism?[J].Journal of Financial Stability,8(4):236-251.
- Botzen W J W,Marey P S.2010.Did the ECB respond to the stock market before the crisis?[J].Journal of Policy Modeling,32(3):303-322.
- Brave S,Butters R A.2011.Monitoring financial stability:A financial conditions index approach[J].Economic Perspectives,35(1):22-43.
- Castro V.2011.Can central banks’ monetary policy be described by a linear (augmented) Taylor rule or by a nonlinear rule?[J].Journal of Financial Stability,7(4):228-246.
- Cecchetti S G,Li L F.2008.Do capital adequacy requirements matter for monetary policy?[J].Economic Inquiry,46(4):643-659.
- Disyatat P.2010.Inflation targeting,asset prices,and financial imbalances:Contextualizing the debate[J].Journal of Financial Stability,6(3):145-155.
- Doz C,Giannone D,Reichlin L.2011.A two-step estimator for large approximate dynamic factor models based on Kalman filtering[J].Journal of Econometrics,164(1):188-205.
- Dudley W,Hatzius L.2000.The Goldman Sachs financial conditions index:The right tool for a new monetary policy regime[R].Global Economics Paper,Vol.44.
- Galí J.2015.Monetary policy,inflation,and the business cycle:An introduction to the new Keynesian framework and its applications[M].2nd ed.Princeton:Princeton University Press.
- K?fer B.2014.The Taylor rule and financial stability—A literature review with application for the Eurozone[J].Review of Economics,65(2):159-192.
- Kiyotaki N,Moore J.1997.Credit cycles[J].Journal of Political Economy,105(2):211-248.
- Kontonikas A,Nolan C,Zekaite Z.2014.Monetary policy in times of financial stress[J].American Journal of Community Psychology,13(3):323-332.
- Koop G,Korobilis D.2014.A new index of financial conditions[J].European Economic Review,71:101-116.
- Menden C,Proaňo C R.2017.Dissecting the financial cycle with dynamic factor models[J].Quantitative Finance,17(12):1965-1994.
- Mishkin F S.2011.Monetary policy strategy:Lessons from the crisis[R].NBER Working Papers,No.16755.
- Montagnoli A,Napolitano O.2005.Financial condition index and interest rate settings:A comparative analysis[R].Istituto di Studi Economici Working Paper,No.8.
- Nakajima J,Kasuya M,Watanabe T.2011.Bayesian analysis of time-varying parameter vector autoregressive model for the Japanese economy and monetary policy[J].Journal of the Japanese and International Economies,25(3):225-245.
- Naraidoo R,Paya I.2012.Forecasting monetary policy rules in South Africa[J].International Journal of Forecasting,28(2):446-455.
- Svensson L E O.1999.Inflation targeting:Some extensions[J].The Scandinavian Journal of Economics,101(3):337-361.
- Svensson L E O.2010.Inflation targeting[M]//Friedman B M,Woodford M.Handbook of Monetary Economics.Amsterdam:Elsevier,3:1237-1302.
- Swiston A.2008.A U.S.financial conditions index:Putting credit where credit is due[R].IMF Working Paper,No.161.
- Woodford M.2012.Inflation targeting and financial stability[R].NBER Working Papers,No.17967.
- (1)详见Doz et al.(2011)提出的近似两步估计法。
- (2)为便于直观地观察三者波动态势及其相关性,图2中的宏观一致合成指数和通货膨胀率均经过标准化处理以消除量纲差异。
- (3)由于产出缺口尚未有官方统计数据,并且现有文献中也没有形成普遍认同的产出缺口测算方式,因此本文出于描述宏观经济波动的目的,将宏观一致合成指数换算成与基准值之间偏差的百分比形式作为其代理变量。一些学者的研究也曾证实宏观经济一致指数与估计所得的产出缺口高度相关,是用于分析宏观经济波动态势的有用指标(邓创等,2012)。
- (4)由于■为外生过程,因此ηt+1同样也是外生过程。此外,由于稳态自然利率不随时间变化而变化,r*t=0。
- (5)技术上说,απ由于是模型结构参数的函数,我们总是可以通过设定模型结构参数使得απ标准化为1。