Relationship between macroeconomic variables and net asset values (NAV) of equity funds: Cointegration evidence and vector error correction model of the Hong Kong Mandatory Provident Funds (MPFs)
This paper is the first to examine the cointegration and causality among the net asset values (NAV) of Hong Kong equity funds under the Hong Kong Mandatory Provident Fund (MPF) scheme, the local stock market index – Hang Seng Index (HSI), and selected Hong Kong macroeconomic variables including the inflation rate proxied by CPI, money supply (M2), and short-term interest rate proxied by overnight Hong Kong Interbank Offer Rate (HIBOR), during the period 2001–2009. Bivariate cointegration analysis indicates that the fund NAV respond to HSI and CPI, but not respond to M2 and HIBOR; while multivariate cointegration analysis adds further evidence that the fund NAV are cointegrated with a set of these macroeconomic variables. The fund NAV is found to be Granger caused by HSI, CPI, and M2; however, HIBOR does not have any Granger causal relations with the fund NAV. A multivariate error correction model (ECM) of each fund's NAV on all macroeconomic variables is finally constructed, which adds further evidence that fund price is not causal related with HIBOR. This suggests that any movements in selected macroeconomic variables can be used to predict the movement of NAV and the MPF scheme participants may ignore the effects of changes in interest rates on the changes in NAV when they consider reallocating the distribution between equity funds and other types of funds.
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Volume (Year): 21 (2011)
Issue (Month): 5 ()
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Juan Carlos Matallin & Luisa Nieto, 2002. "Mutual funds as an alternative to direct stock investment: A cointegration approach," Applied Financial Economics, Taylor & Francis Journals, vol. 12(10), pages 743-750.
- MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999.
"Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
- Mackinnon, J.G. & Haug, A.A. & Michelis, L., 1996. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," G.R.E.Q.A.M. 96a09, Universite Aix-Marseille III.
- James G. MacKinnon & Alfred A. Haug & Leo Michelis, 1996. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Working Papers 1996_07, York University, Department of Economics.
- Kwon, Chung S. & Shin, Tai S., 1999. "Cointegration and causality between macroeconomic variables and stock market returns," Global Finance Journal, Elsevier, vol. 10(1), pages 71-81.
- Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 39(3), pages 106-135.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-276, March.
- Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, 05.
- Rob Bauer & Rogér Otten & Alireza Tourani Rad, 2006. "New Zealand mutual funds: measuring performance and persistence in performance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(3), pages 347-363.
- Chang, Eric & Eun, Cheol S. & Kolodny, Richard, 1995. "International diversification through closed-end country funds," Journal of Banking & Finance, Elsevier, vol. 19(7), pages 1237-1263, October.
- Hamao, Yasushi, 1988. "An empirical examination of the Arbitrage Pricing Theory : Using Japanese data," Japan and the World Economy, Elsevier, vol. 1(1), pages 45-61, October.
- Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
- Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
- Grinblatt, Mark & Titman, Sheridan D, 1989. "Mutual Fund Performance: An Analysis of Quarterly Portfolio Holdings," The Journal of Business, University of Chicago Press, vol. 62(3), pages 393-416, July.
- Mark Grinblatt & Sheridan Titman, "undated". "Mutual Fund Performance: An Analysis of Quarterly Portfolio Holdings," Rodney L. White Center for Financial Research Working Papers 23-88, Wharton School Rodney L. White Center for Financial Research.
- Lutkepohl, Helmut, 1982. "Non-causality due to omitted variables," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 367-378, August.
- Lehmann, Bruce N & Modest, David M, 1987. " Mutual Fund Performance Evaluation: A Comparison of Benchmarks and Benchmark Comparisons," Journal of Finance, American Finance Association, vol. 42(2), pages 233-265, June.
- Crocker H. Liu & David J. Hartzell & Martin E. Hoesli, 1997. "International Evidence on Real Estate Securities as an Inflation Hedge," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(2), pages 193-221.
- Martin Hoesli, 1993. "International evidence on real estate securities as an inflation hedge," ERES eres1993_108, European Real Estate Society (ERES).
- Avramov, Doron & Kosowski, Robert & Naik, Narayan Y. & Teo, Melvyn, 2011. "Hedge funds, managerial skill, and macroeconomic variables," Journal of Financial Economics, Elsevier, vol. 99(3), pages 672-692, March.
- Cai, Jun & Chan, K C & Yamada, Takeshi, 1997. "The Performance of Japanese Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 237-273.
- Sawicki, Julia & Ong, Fred, 2000. "Evaluating managed fund performance using conditional measures: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 8(3-4), pages 505-528, July.
- Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
- Carhart, Mark M, 1997. " On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
- Bodie, Zvi, 1976. "Common Stocks as a Hedge against Inflation," Journal of Finance, American Finance Association, vol. 31(2), pages 459-470, May.
- Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
- John Thornton, 1998. "Real stock prices and the long-run demand for money in Germany," Applied Financial Economics, Taylor & Francis Journals, vol. 8(5), pages 513-517.
- Marshall, David A, 1992. " Inflation and Asset Returns in a Monetary Economy," Journal of Finance, American Finance Association, vol. 47(4), pages 1315-1342, September.
- Nasseh, Alireza & Strauss, Jack, 2000. "Stock prices and domestic and international macroeconomic activity: a cointegration approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(2), pages 229-245.
- Geske, Robert & Roll, Richard, 1983. " The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
- Mansor H. Ibrahim & Hassanuddeen Aziz, 2003. "Macroeconomic variables and the Malaysian equity market: A view through rolling subsamples," Journal of Economic Studies, Emerald Group Publishing, vol. 30(1), pages 6-27, January.
- Homa, Kenneth E & Jaffee, Dwight M, 1971. "The Supply of Money and Common Stock Prices," Journal of Finance, American Finance Association, vol. 26(5), pages 1045-1066, December.
- Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
- Mukherjee, Tarun K & Naka, Atsuyuki, 1995. "Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of a Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, Summer.
- Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
- Malkiel, Burton G, 1995. " Returns from Investing in Equity Mutual Funds 1971 to 1991," Journal of Finance, American Finance Association, vol. 50(2), pages 549-572, June.
- Hallahan, Terrence A. & Faff, Robert W., 1999. "An examination of Australian equity trusts for selectivity and market timing performance," Journal of Multinational Financial Management, Elsevier, vol. 9(3-4), pages 387-402, November.
- Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
- K. C. Chan & Patric H. Hendershott & Anthony B. Sanders, 1990. "Risk and Return on Real Estate: Evidence from Equity REITs," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(4), pages 431-452.
- K.C. Chan & Patric H. Hendershott & Anthony B. Sanders, 1990. "Risk and Return on Real Estate: Evidence from Equity REITs," NBER Working Papers 3311, National Bureau of Economic Research, Inc.
- Lu, Chiuling & So, Raymond W, 2001. "The Relationship between REITs Returns and Inflation: A Vector Error Correction Approach," Review of Quantitative Finance and Accounting, Springer, vol. 16(2), pages 103-115, March.
- Tarun K. Mukherjee & Atsuyuki Naka, 1995. "Dynamic Relations Between Macroeconomic Variables And The Japanese Stock Market: An Application Of A Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, 06.
- Paul H. Goebel & Kee S. Kim, 1989. "Performance Evaluation of Finite-Life Real Estate Investment Trusts," Journal of Real Estate Research, American Real Estate Society, vol. 4(2), pages 57-70.
- Maysami, Ramin Cooper & Koh, Tiong Sim, 2000. "A vector error correction model of the Singapore stock market," International Review of Economics & Finance, Elsevier, vol. 9(1), pages 79-96, February.
- Jaffe, Jeffrey F & Mandelker, Gershon, 1976. "The "Fisher Effect" for Risky Assets: An Empirical Investigation," Journal of Finance, American Finance Association, vol. 31(2), pages 447-458, May. Full references (including those not matched with items on IDEAS)
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