Research article Special Issues

The Measurement and Asymmetry Tests of Business Cycle: Evidence from China

  • Received: 24 January 2017 Accepted: 24 March 2017 Published: 14 July 2017
  • In this paper, the dynamic factor model (DFM) is employed to measure China's business cycle with macroeconomic indexes from January 2000 to September 2016, so as to construct a business cycle measurement system in line with China's actual situation, based on which effective and timely macroeconomic regulation policies will be formulated to make China's economic operation stable and controllable. The empirical results show that China's economic operation has significant co-movement and asymmetric features; the dynamic factor model can depict China's business cycle factors and describe the internal co-movement operating mechanism of the economic fluctuation; the "three-tuple" method is used to test the deepness and steepness of asymmetry in each cycle stage, and it is found that the asymmetries of different cycle stages bear different characteristics, and China's current economic operation is in a stage where the long-term trend is downward adjustment and convergence.

    Citation: Yue Liu, Gaoke Liao. The Measurement and Asymmetry Tests of Business Cycle: Evidence from China[J]. Quantitative Finance and Economics, 2017, 1(2): 205-218. doi: 10.3934/QFE.2017.2.205

    Related Papers:

  • In this paper, the dynamic factor model (DFM) is employed to measure China's business cycle with macroeconomic indexes from January 2000 to September 2016, so as to construct a business cycle measurement system in line with China's actual situation, based on which effective and timely macroeconomic regulation policies will be formulated to make China's economic operation stable and controllable. The empirical results show that China's economic operation has significant co-movement and asymmetric features; the dynamic factor model can depict China's business cycle factors and describe the internal co-movement operating mechanism of the economic fluctuation; the "three-tuple" method is used to test the deepness and steepness of asymmetry in each cycle stage, and it is found that the asymmetries of different cycle stages bear different characteristics, and China's current economic operation is in a stage where the long-term trend is downward adjustment and convergence.


    加载中
    [1] Burns AF, Mitchell WC (1946) Measuring Business Cycles. Nber Books 78: 67-77.
    [2] Bry G, Boschan C (1971) Standard Business Cycle Analysis of Economic Time Series. Cyclical Anal Time: 64-150.
    [3] Chen L, Kong XL (2007) Turning Points Identification and Business Cycle Patterns-Analysis and Forecast on Economic Situation in 2007. J Quant Tech Eco n 24: 3-13.
    [4] Bredin D, Fountas S (2007) Inflation, Inflation Uncertainty, and Markov Regime Switching Heteroskedasticity: Evidence from European Countries. MMF Working Paper.
    [5] Chauvet M, Piger J (2008) A Comparison of the Real-Time Performance of Business Cycle Dating Methods. J Bus Econ Stat 26: 42-49. doi: 10.1198/073500107000000296
    [6] Zarnowitz V (1984) The Accuracy of Individual and Group Forecasts from Business Outlook Surveys. J Forecast 3: 11-26.
    [7] Canova F, Dellas H (1993) Trade Interdependence and the International Business Cycle. J Int Econ 34: 23-47.
    [8] Burns AF, Mitchell WC (1946) The Basic Measures of Cyclical Behavior. Nber Chapters: 115-202.
    [9] Lucas RE (1977) Understanding Business Cycles. Carnegie-Rochester Conference Series on Public Policy 5: 7-29. doi: 10.1016/0167-2231(77)90002-1
    [10] Stock JH, Watson MW (1989) New Indexes of Coincident and Leading Economic Indicators. NBER Macroecon Annu 4: 351-409. doi: 10.1086/654119
    [11] Stock JH, Watson MW (1991) A Probability Model of the Coincident Economic Indicators. Leading Economic Indicators: New Approaches and Forecasting Records. Cambridge: Cambridge University Press.
    [12] Stock JH, Watson MW (1993) Business Cycles, Indicators, and Forecasting. University of Chicago Press.
    [13] Conley TG, Dupor BA (2003) Spatial Analysis of Sectoral Complementarity. Soc Sci Electronic Publ 111: 311-352.
    [14] Chen K, Zhou Y, Gong LT (2004) Analysis of Characteristics of China's Economic Cycle: Application of Filtering Method. J World Econ: 47-56.
    [15] Liang Q and Teng JZ (2007) Measuring China's Business Cycle: A Random Walk Filter Approach. J World Econ: 3-12.
    [16] Huan ZJ, Liang Y (2016) Study on of Business Cycle Dating in China. Financ Dev Rev: 113-136.
    [17] NeftciS N (1984) Are Economic Time-Series Asymmetric Over the Business Cycle. J Polit Econ 92: 307-28.
    [18] Hamilton JD (1989) A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle. Econ 57: 357-84. doi: 10.2307/1912559
    [19] Kim CJ (1999) Nelson C R. Friedman's Plucking Model of Business Fluctuations: Tests and Estimates of Permanent and Transitory Components. Soc Sci Elec Publ 31: 317-34.
    [20] Mills TC, Wang P (2002) Plucking Models of Business Cycle Fluctuations: Evidence from the G-7 Countries. Empir Econ 27: 255-276. doi: 10.1007/s001810100096
    [21] Kiani KM (2005) Detecting Business Cycle Asymmetries Using Artificial Neural Networks and Time Series Models. Comput Econ 26: 65-89. doi: 10.1007/s10614-005-7366-2
    [22] Knuppel M (2009) Testing for Business Cycle Asymmetries Based on Autoregressions with a Markov-switching Intercept. J Bus Econ Stat 27: 544-552. doi: 10.1198/jbes.2009.06117
    [23] Liu JQ, Fan JQ (2001). A Study of Unsymmetry and Relativity of China's Business Cycles. J Econ Res: 28-37.
    [24] Xu DF, Zhu PF, Liu H (2005) About the Business Cycle Asymmetry in Chinese Economy. J Financ Econ 31: 13-21.
    [25] Zhang X, Kang FL (2007) Discretional Fiscal Policy in China: an Analysis of Time-consistency. Manag World: 17-26.
    [26] Liu HY, Liu H (2016) The Non-symmetry Characteristics of the Economic Cycle Stage under the New Economic Norm in China. Contemp Econ Res: 62-68.
    [27] Liu JQ, Wang DY (2003) The Hypothesis of Growth Regimes and Testing for Fluctuation Spillover Effect. J Financ Econ 29: 3-7.
    [28] Guo MX, Liu JQ, Liu ZG (2005) Testing for the Money -Output Relationships: New Evidences from the Vector Error Correct Model with Markov Regime Switching. J Quant Tech Econ 22: 27-39.
    [29] Chen LN, Liu HW (2007) Empirical Investigation on the Asymmetry and Persistence of Chinese business Cycle. J Econ Res: 43-52.
    [30] Ronald HR, Michael AF, George EP, et al. (1980) An Asymptotically Distribution-Free Test for Symmetry versus Asymmetry. J Am Statl Assoc 75: 168-172. doi: 10.1080/01621459.1980.10477448
    [31] Liu JQ and Liu H (2009) An Examination of the Non-symmetry of the Economic Cycle Fluctuation in China-NewEvidence Based on the "Three Tuple" Test Method. Econ Sci: 27-35.
    [32] Razzak WA (2001) Business Cycle Asymmetries: International Evidence. Rev Econ Dyn 4: 230-243. doi: 10.1006/redy.2000.0109
  • Reader Comments
  • © 2017 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(4682) PDF downloads(1142) Cited by(7)

Article outline

Figures and Tables

Figures(3)  /  Tables(4)

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog