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Purchasing Power Parity In China: An Empirical Investigation Based On Bootstrap Rollingwindow Test

Author

Listed:
  • Kai-Hua WANG

    (Department of Finance, Ocean University of China, Qingdao, Shandong, China, 266100)

  • Chi-Wei SU

    (Department of Finance, Ocean University of China, Qingdao, Shandong, China, 266100)

  • Hsu-Ling CHANG

    (Department of Accounting and Information, Ling Tung University.)

  • Ji MA

    (Department of Finance, Ocean University of China, Qingdao, Shandong, China, 266100.)

  • Cristina IOVU

    (Bucharest Academy of Economic Studies, Romania.)

Abstract

This paper aims to assess whether the purchasing power parity (PPP) holds by examining the dynamic link between nominal exchange rate (NER) and relative consumer price (RCP) in China. Because of existing economic transitions and structural breaks, we discover that there is no relationship between NER and RCP to support the PPP by using full sample data. Hence, we employ the rolling window causality method to reexamine the causal relation and the results show that PPP sets up only for a short period of time. Exchange rate reform, trade cost, restrictions and imperfect competition can be utilized to explain the deviations in most time of the sample. Therefore, this empirical result has important implications for stakeholders to distinguish` factors that bring about the PPP deviations and further offers policy suggestions for the Chinese monetary authority.

Suggested Citation

  • Kai-Hua WANG & Chi-Wei SU & Hsu-Ling CHANG & Ji MA & Cristina IOVU, 2017. "Purchasing Power Parity In China: An Empirical Investigation Based On Bootstrap Rollingwindow Test," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 166-181, December.
  • Handle: RePEc:rjr:romjef:v::y:2017:i:4:p:166-181
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    as
    1. Pesaran, M. Hashem & Timmermann, Allan, 2005. "Small sample properties of forecasts from autoregressive models under structural breaks," Journal of Econometrics, Elsevier, vol. 129(1-2), pages 183-217.
    2. Ito, Takatoshi, 2017. "A new financial order in Asia: Will a RMB bloc emerge?," Journal of International Money and Finance, Elsevier, vol. 74(C), pages 232-257.
    3. Tsung-Hsien Chen & Tsangyao Chang & Yi-Chun Zhang & Chia-Hao Lee, 2011. "Purchasing power parity in Mainland China and Taiwan: an empirical note based on threshold unit root test," Applied Economics Letters, Taylor & Francis Journals, vol. 18(18), pages 1807-1812, December.
    4. Tsangyao Chang, 2012. "Nonlinear adjustment to purchasing power parity in China," Applied Economics Letters, Taylor & Francis Journals, vol. 19(9), pages 843-848, June.
    5. Pami Dua & Divya Tuteja, 2016. "Linkages between Indian and US financial markets: impact of global financial crisis and Eurozone debt crisis," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 9(3), pages 217-240, September.
    6. Taylor, Mark P & Peel, David A & Sarno, Lucio, 2001. "Nonlinear Mean-Reversion in Real Exchange Rates: Toward a Solution to the Purchasing Power Parity Puzzles," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1015-1042, November.
    7. Siyue Liu & Dongxiang Zhang & Tsangyao Chang, 2012. "Purchasing power parity -- nonlinear threshold unit root test for transition countries," Applied Economics Letters, Taylor & Francis Journals, vol. 19(18), pages 1781-1785, December.
    8. Chun Jiang & Mohsen Bahmani-Oskooee & Tsangyao Chang, 2015. "Revisiting Purchasing Power Parity in OECD," Applied Economics, Taylor & Francis Journals, vol. 47(40), pages 4323-4334, August.
    9. Cuestas, Juan Carlos & Regis, Paulo José, 2013. "Purchasing power parity in OECD countries: Nonlinear unit root tests revisited," Economic Modelling, Elsevier, vol. 32(C), pages 343-346.
    10. Hongfeng Peng & Zhijie Liu & Tsangyao Chang, 2017. "Revisiting purchasing power parity in BRICS countries using more powerful quantile unit-root tests with stationary covariates," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 46(20), pages 10051-10057, October.
    11. Ma, Wei & Li, Haiqi & Park, Sung Y., 2017. "Empirical conditional quantile test for purchasing power parity: Evidence from East Asian countries," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 211-222.
    12. Chang, Tsangyao & Lee, Chia-Hao & Liu, Wen-Chi, 2012. "Nonlinear adjustment to purchasing power parity for ASEAN countries," Japan and the World Economy, Elsevier, vol. 24(4), pages 325-331.
    13. Huang, Chao-Hsi & Yang, Chih-Yuan, 2015. "European exchange rate regimes and purchasing power parity: An empirical study on eleven eurozone countries," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 100-109.
    14. Bahmani-Oskooee, Mohsen & Chang, Tsangyao & Lee, Kuei-Chiu, 2016. "Purchasing power parity in emerging markets: A panel stationary test with both sharp and smooth breaks," Economic Systems, Elsevier, vol. 40(3), pages 453-460.
    15. Kai Shi & Li Nie, 2017. "Did China Effectively Manage Its Foreign Exchange Reserves? Revisiting the Currency Composition Change," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(6), pages 1352-1373, June.
    16. Lutz Kilian & Clara Vega, 2011. "Do Energy Prices Respond to U.S. Macroeconomic News? A Test of the Hypothesis of Predetermined Energy Prices," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 660-671, May.
    17. Robert Dixon & Zhichao Zhang & Yang Dai, 2016. "Exchange Rate Flexibility in China: Measurement, Regime Shifts and Driving Forces of Change," Review of International Economics, Wiley Blackwell, vol. 24(5), pages 875-892, November.
    18. Mantalos, Panagiotis & Shukur, Ghazi, 1998. "Size and Power of the Error Correction Model Cointegration Test. A Bootstrap Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(2), pages 249-255, May.
    19. Cheung, Yin-Wong & Lai, Kon S., 1993. "Long-run purchasing power parity during the recent float," Journal of International Economics, Elsevier, vol. 34(1-2), pages 181-192, February.
    20. Chang, Tsangyao & Tzeng, Han-Wen, 2011. "Long-run purchasing power parity with asymmetric adjustment: Further evidence from nine transition countries," Economic Modelling, Elsevier, vol. 28(3), pages 1383-1391, May.
    21. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    22. Coudert, Virginie & Couharde, Cecile, 2007. "Real equilibrium exchange rate in China is the renminbi undervalued?," Journal of Asian Economics, Elsevier, vol. 18(4), pages 568-594, August.
    23. Chang, Tsangyao & Chiu, Chi Chen & Tzeng, Han Wen, 2011. "Revisiting Purchasing Power Parity for Nine Transition Countries Using the Rank Test for Nonlinear Cointegration," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 19-30, June.
    24. Tsangyao Chang & Chi-Wei Su & Chia-Hao Lee, 2012. "Purchasing power parity nonlinear threshold unit root test for East-Asian countries," Applied Economics Letters, Taylor & Francis Journals, vol. 19(10), pages 975-979, July.
    25. Lee, Chia-Hao & Chou, Pei-I, 2013. "The behavior of real exchange rate: Nonlinearity and breaks," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 125-133.
    26. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
    27. Granger, Clive W J, 1996. "Can We Improve the Perceived Quality of Economic Forecasts?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 455-473, Sept.-Oct.
    28. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    29. Lee, Daniel Y., 1999. "Purchasing power parity and dynamic error correction: Evidence from Asia Pacific economies," International Review of Economics & Finance, Elsevier, vol. 8(2), pages 199-212, June.
    30. Balcilar, Mehmet & Ozdemir, Zeynel Abidin & Arslanturk, Yalcin, 2010. "Economic growth and energy consumption causal nexus viewed through a bootstrap rolling window," Energy Economics, Elsevier, vol. 32(6), pages 1398-1410, November.
    31. Jingtao Yi, 2013. "Exchange rates and prices: Evidence from China," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(5), pages 639-657, August.
    32. Jiang, Chun & Jian, Na & Liu, Tie-Ying & Su, Chi-Wei, 2016. "Purchasing power parity and real exchange rate in Central Eastern European countries," International Review of Economics & Finance, Elsevier, vol. 44(C), pages 349-358.
    33. Yang-Cheng Lu & Tsangyao Chang, 2011. "Long-run purchasing power parity with asymmetric adjustment: further evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 18(9), pages 881-886.
    34. Arize, Augustine C., 2011. "Purchasing power parity in LDCs: An empirical investigation," Global Finance Journal, Elsevier, vol. 22(1), pages 56-71.
    35. Siyue Liu & Tsangyao Chang & Chia-Hao Lee & Pei-I Chou, 2012. "Nonlinear adjustment to purchasing power parity: the ADL test for threshold cointegration," Applied Economics Letters, Taylor & Francis Journals, vol. 19(6), pages 569-573, April.
    36. Ning, Ye & Wang, Yiming & Su, Chi-wei, 2017. "How did China’s foreign exchange reform affect the efficiency of foreign exchange market?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 219-226.
    37. Lu, Xinsheng & Li, Jianfeng & Zhou, Ying & Qian, Yubo, 2017. "Cross-correlations between RMB exchange rate and international commodity markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 486(C), pages 168-182.
    38. Mohsen Bahmani-Oskooee & Tsangyao Chang & Shu-Ching Cheng & Tsung-Pao Wu, 2015. "Revisiting purchasing power parity in major oil-exporting countries," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 8(1-2), pages 108-116, July.
    39. Chang, Tsangyao & Lee, Chia-Hao & Chou, Pei-I & Tang, Dai-Piao, 2011. "Revisiting long-run purchasing power parity with asymmetric adjustment for G-7 countries," Japan and the World Economy, Elsevier, vol. 23(4), pages 259-264.
    40. Tsangyao Chang & Yang-Cheng Lu & D. P. Tang & Wen-Chi Liu, 2011. "Long-run purchasing power parity with asymmetric adjustment: further evidence from African countries," Applied Economics, Taylor & Francis Journals, vol. 43(2), pages 231-242.
    41. Tsangyao Chang & Chia-Hao Lee & Pei-I Chou, 2012. "Nonlinear adjustment to purchasing power parity in G-7 countries," Applied Economics Letters, Taylor & Francis Journals, vol. 19(2), pages 123-128, February.
    42. Tsangyao Chang & Chi-Wei Su & Yu-Shao Liu, 2012. "Purchasing power parity with nonlinear threshold unit root test," Applied Economics Letters, Taylor & Francis Journals, vol. 19(9), pages 839-842, June.
    43. Yang-Cheng Lu & Chang, Tsangyao & Chin-Ping Yu, 2011. "Long-Run Purchasing Power Parity with Asymmetric Adjustment: Evidence from Mainland China and Taiwan," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 59-70, September.
    44. Mehmet Balcilar & Zeynel Ozdemir, 2013. "The export-output growth nexus in Japan: a bootstrap rolling window approach," Empirical Economics, Springer, vol. 44(2), pages 639-660, April.
    45. Su-Yuan Lin & Horng-Jinh Chang & Tsangyao Chang, 2011. "Revisiting purchasing power parity for nine transition countries: a Fourier stationary test," Post-Communist Economies, Taylor & Francis Journals, vol. 23(2), pages 191-201.
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    More about this item

    Keywords

    Consumer Price Index; exchange rate; rolling window; bootstrap; timevarying causality;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • F31 - International Economics - - International Finance - - - Foreign Exchange

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