Measuring Selectivity and Market Timing Performance of Mutual Funds in Indonesia Using Single and Dual Beta Models
Abstract
This study aims at measuring the performance of mutual funds based on the ability of investment managers in conducting selectivity and market timing by using the Treynor-Mazuy Model. The method used in this study is explanatory survey method or explanatory research. The populations in this study were 167 mutual funds in Indonesia in the period of 2008-2014. Based on purposive sampling criteria, the samples were 29 mutual funds. The data analysis technique used was two-pass regression model. The first pass regression was based on time series data and the second pass regression was based on cross-section. Testing the model was based on single beta model and dual beta model. This study showed that in single beta model, without separating bullish and bearish market conditions, mutual fund investment managers in Indonesia did not have selectivity ability, but had market timing capability. If a dual beta model that separated the bullish and bearish market conditions was used, the difference of the performance of the investment managers was showed. In bullish market condition, mutual fund investment managers in Indonesia did not have selectivity capability but had market timing capability. On the other hand, in bearish market condition, mutual fund investment managers in Indonesia did not have selectivity capability and did not have market timing capability.
Keywords: Single and Dual Beta, Selectivity, Market Timing.
References
[1] Berglund T. and J. Knif. 1999. Accounting for the Accuracy of Beta Estimates in CAPM Test on Asset with Time-Varying Risk. European Financial Management, Vol. 5 No. 1, pp 29-42
[2] Bollerslev, T., Engle, R.F., Wolldridge, J.M., 1988. A Capital Asset Pricing Model with Time-Varying Covariances. Journal of Political Economy, 96, 116-131
[3] Brook s, Robert D., Robert W. Faff, and Affif, M. 1988. An Investigation into the extend of Beta Instability in The Singapore Stock Market. Pacific-Basin Finance Journal,6,87- 101.
[4] Chen, S.N. 1982. An Examination of Risk-Return Relationship in Bull and Bear Markets : Using Time-Varying Betas. Journal of Financial and Quantitative Analysis Vol. 17 : 265-286.
[5] Chuang, Chin Lin dkk. 2013. Market Timing and Stock Selectivity Ability Of Mutual Fund Managers in Taiwan : Applying The Traditional and Conditional Approaches. International Research Journal of Applied Finance Vol. IV Issue 1 January, 2013.
[6] Fabozzi, F. J., and Francis Jack Clark. 1977. Stability Tests for Alphas and Betas over Bull and Bearish market conditions. Journal of Finance Vol. 32, : 1093-1099
[7] Fabozzi, Frank J., and Francis Jack Clark. 1979. Mutual Fund Systematic Risk For Bull and Bear Market. Journal of Finance 34 (December): 43-50.
[8] Ferson, Wayne, E., S. Kandel and R.F., Stambaugh. 1987. Test of Asset Pricing with Time-Varying Expected Risk Premiums and Market Betas. Journal of Finance, Vol. XLII, No. 2, June
[9] Hendrawaty, Ernie. 2010. Evaluasi Kinerja Reksadana Campuran Indonesia Pada Kondisi Pasar Bear. Jurnal Binis dan Manajemen Volume 6 No. 3.
[10] Hodoshima, J., Xavier G. Gomez and M. Kunimura. 2000. Cross-sectional Regression Analysis or Return and Beta in Japan. Journal of Economics and Business, 52, 515-533
[11] Murhadi, Werner. 2010. Performance Evaluation Of Mutual Funds In Indonesia. Munich Personal Repec Archive, Paper No. 25498
[12] Paramita, V. Santi. 2015. Testing Model Treynor-Mazuy Conditional Model in Bull and Bear Market. Review of Integrative Business and Economics Research, Vol. 4 No. 2 : 208-219.
[13] Paramita, V. Santi. Ina Primiana, Rachmat Sudarsono, and Erie Febrian. 2016. Models of Measuring The Performance Of Mutual Fund Using Treynor Mazuy Condition Approach : The Cases Of Stock Mutual Funds In Indonesia. International Journal of Applied Business And Economic Research” , Vol. 14, No. 10 : 6181-6198
[14] Paramita, V. Santi, Bahri Jafar, Ifan Wicaksana Siregar. 2017. Market Timing and Stock Selection Performance of Mutual Fund in Bull and Bearish market condition. International Journal of Monetary Economics and Finance, Volume 10, Issue 3-4
[15] Paramita, V. Santi. Horas Djulius, Ardi Gunardi and Eka Yulianti. 2018. Testing Models Measuring The Performance of Mutual Fund Based on Single Beta and Dual Beta, International Journal of Economic Policy in Emerging Economies, Volume 11, Issue 1-2
[16] Pettengill, G.N., S. Sundarman, and I. Marthur. 1995. The Conditional Relation Between Beta and Returns. Journal of Financial and Quantitative Analysis Vol. 30 : 101-116.
[17] Pettengill, G.N. S. Sundarman, and I. Marthur. 2002. Payment for Risk, : Constant Beta vs. Dual-Beta Models. The Financial Review Vol. 37 : 123-135.
[18] Sembiring, Ferikawita M., Rahman, Sulaeman, Effendi, Nury, and Sudarsono, Rachmat, 2017, Single Beta And Dual Beta Models: A Testing Of CAPM on Condition of Market Overreaction. Journal of Finance and Banking Review, 2 (3), pp. 1 – 7
[19] Skrinjaric, Tihana. 2013. Market Timing Ability Of Mutual Funds With Test Applied On Several Croation Funds. Croatia : CRORR Vol. 4
[20] Treynor, J., and Mazuy, F. 1966. Can Mutual Funds Outguess the Market?. Harvard Business Review 44 ( July-August) : 131-136.