scholarly journals Prediction Model for the Persistence of Sharia Mutual Fund Performance in Indonesian Capital Market

2021 ◽  
Vol 21 (3) ◽  
pp. 1033-1044
Author(s):  
Zaenal Arifin ◽  
Sri Mulyati

Over the period of 2010 to 2012, the performance of Islamic mutual funds in Indonesia saw a high degree of persistence. However, the persistence rate decreased in the period of 2014 to 2016. Given such fluctuated rate, this research tries to identify the factors that influence the persistence of the mutual fund performance and, based on these factors, creates the predictive modelling of persistence rate. The samples of the study included all sharia mutual funds offered from 2010 to 2016 in Indonesian capital market. To construct the model, we used the Logit equation, while to evaluate the accuracy of the prediction model, we used the Expectation- Prediction Evaluation with a prediction evaluation for success of 0.5. The results of this study indicate that,of the whole mutual fund, the best model is a model involving the following variables: (1) the time interval since the mutual fund was launched, (2) the rank of the mutual funds, whether it was at the top 5 within 1-2 years after the launch, and (3) the number of newcomer funds during persistence testing. The level of accuracy of this model, when it was used to predict the whole sharia mutual fund persistence, was 64%. When the model was used to predict the persistence of equity performance of mutual fund, its level of accuracy rose to 77.78%. Whereas in the use to predict the persistence of fixed income mutual funds the accuracy rate amounted to 70%. The persistence of predictive model for mixed funds was based on different factors of compositions: (1) the number of funds under management, (2) the fact whether the mutual funds are in the top 5 within 1-2 years after the launch, and (3) the number of newly coming funds during persistence testing. This model had an accuracy level of 75%. It is expected that this study be used as a guide for investors wishing to invest in sharia mutual funds.

2016 ◽  
Vol 42 (3) ◽  
pp. 225-243 ◽  
Author(s):  
Michael Devaney ◽  
Thibaut Morillon ◽  
William Weber

Purpose – The purpose of this paper is to estimate the performance of 188 mutual funds relative to the risk/return frontier accounting for the transaction costs of producing a portfolio of investments. Design/methodology/approach – The directional output distance function is used to estimate mutual fund performance. The method allows the data to define a frontier of return and risk accounting for the transaction costs associated with securities management and production of risky returns. Proxies for the transaction costs of producing a portfolio of securities include the turnover ratio, load, expense ratio, and net asset value. The estimates of mutual fund performance are bootstrapped to account for the unknown data generating process. By comparing each mutual fund’s performance relative to the capital market line the authors determine how the fund should adjust their portfolio in regard to risk and return in order to maximize the inefficiency adjusted Sharpe ratio. Findings – The bootstrapped estimates indicate that the average mutual fund could simultaneously expand return and contract risk by 3.2 percent if it were to operate on the efficient frontier. After projecting each mutual fund’s return and risk to the efficient frontier the authors find that a majority of the mutual funds should reduce risk to be consistent with the capital market line. Originality/value – Many researchers have used data envelopment analysis to estimate a piecewise linear frontier of risk and return to measure mutual fund performance. To the authors’ knowledge the research is the first to use a twice-differentiable quadratic directional distance function to measure the managerial performance and risk/return tradeoff of mutual funds.


2020 ◽  
pp. 43-51
Author(s):  
Kiran Khinchi ◽  
Monty Kanodia

Buying a Mutual Fund is a complex process because it is a complex decision one individual can make as Mutual fund involves risk. Mutual fund returns being affected by the fluctuation of many internal and external factors of the industry. This paper is mainly highlighted and explored the internal and external factors or schemes specific and macro-economic factors which influence the performance of mutual fund performance directly or indirectly. As a beginner in capital market it is very difficult to understand and to invest in it. One should be well aware about the risk involved while investing in the mutual fund. This study is an attempt to come over the difficulty faced by an individual while investing in the mutual fund. Study tried to explore few attributes or factors which should be considered before investing in a fund.


Equity ◽  
2019 ◽  
Vol 21 (1) ◽  
pp. 49
Author(s):  
Clara Bella ◽  
Yul Tito Permadhy

This study aims to determine the comparison of stock mutual fund performance using sharpe method and treynor method. The research method used in this research is descriptive method with quantitative approach. The object of this study using all mutual fund shares listed on the Indonesia Stock Exchange period 2013-2016. The technique of determining the sample using purposive sampling method so that 66 mutual funds were chosen as research sample. The results of this study explain that there are differences in the results of the performance of stock mutual funds using sharpe method and treynor method on mutual fund shares listed on the Indonesia Stock Exchange (BEI) where each performance value fluctuates in the period 20132016. The results show that only a few stock mutual funds are above market performance by using sharpe method and treynor method during the period 2013-2016. The results show that only one stock mutual fund that has consistent performance above market performance during the period 2013-2016 using the sharpe method of equity fund Sam Equity Fund.


2019 ◽  
Vol 3 (1) ◽  
pp. 38-54
Author(s):  
Moch. Amin

The purpose of this study is to determine whether or not there is a difference in mutual fund performance between sharia mutual funds and conventional mutual funds from 2016 to 2018. The data used is secondary data in the form of NVA report data of 34 mutual funds consisting of 16 sharia mutual funds and 18 conventional mutual funds. The data analysis method used is the Jensen Index, Sharpe index, Treynor Index, MM Index, and TT Index methods and uses the t-test to see whether there are differences in mutual fund performance. The results of this study conclude that quantitatively there is no difference in mutual fund performance between sharia mutual funds and conventional mutual funds. Likewise, the statistical test with the t-test shows that there is no difference in performance in terms of the Jensen Index, Sharpe index, Treynor Index, MM Index, and TT Index.


2018 ◽  
Vol 45 (6) ◽  
pp. 1288-1310 ◽  
Author(s):  
Ann-Ngoc Nguyen ◽  
Muhammad Sadiq Shahid ◽  
David Kernohan

Purpose The purpose of this paper is to investigate the impact of investor confidence on mutual fund performance in two relatively vulnerable but leading emerging markets, India and Pakistan. Design/methodology/approach A pooled ordinary least squared (OLS) model is used to look at two alternative measures of investor confidence and test for the relationship between investor confidence and mutual fund returns. To check the robustness of the findings, the authors also implement two-stage least squares and generalized method of moments techniques to control for unobserved heterogeneity, simultaneity and dynamic endogeneity problems in the regressors. Findings The paper finds that the returns of mutual funds are positively associated with investor confidence and an interaction effect exists between investor confidence and persistence in performance. The paper also confirms that returns from mutual funds are associated with different fund characteristics such as fund size, turnover, expense, liquidity, performance persistence and the fund’s age. These findings remain robust to alternative model specifications and measures of investor confidence. Originality/value While the previous literature mainly focuses on mutual fund characteristics and the macroeconomic determinants of mutual fund returns, this paper demonstrates that investor confidence plays an important role in determining mutual fund performance. The authors attribute this finding to two relatively unique features of the emerging markets in the study. A lack of awareness of mutual funds as being a low-cost investment vehicle and the interplay of cultural and behavioral changes have prevented investor’s savings from being channeled into investment products, away from gold or property.


2011 ◽  
Vol 6 (1) ◽  
pp. 61-69 ◽  
Author(s):  
Tanja Hribernik ◽  
Uroš Vek

Mutual Fund Performance in Slovenia: An Analysis of Mutual Funds with Investment Policies in Europe and the Energy Sector This paper examines the risk and return performance of mutual funds in Slovenia from 2005 until August 2009. The research is limited to the regional investment policies in Europe and the energy sector. Using monthly returns, we analyzed different risk-adjusted measures such as: the Treynor ratio, the Sortino ratio and the Information ratio. We also studied selections and timing ability using the Treynor-Mazuy model. The risk and return performance of mutual funds in the Slovenian market does not deviate from those in developed markets. We also found out that the selection ability of fund managers is better than market timing and that the findings of this paper are in accordance with other international studies.


2019 ◽  
Vol 64 (02) ◽  
pp. 399-421 ◽  
Author(s):  
KEYI ZHANG ◽  
RAMAZAN GENÇAY

We propose a new determinant of mutual fund performance persistence. We argue that different funds have different abilities to generate persistent performance and that such heterogeneity across funds can be explained by fund manager access to market information. To justify this hypothesis, we construct a network of mutual funds based on the commonality of their stock holdings and use network features to characterize how well a fund acquires and utilizes market information. Based on a sample of U.S. equity funds from 2001 to 2014, we find that a mutual fund with more complete information is more likely to possess momentum in performance.


2017 ◽  
Vol 8 (3) ◽  
pp. 163-169
Author(s):  
Moh. Benny Alexandri ◽  
Meita Pragiwani ◽  
Dhylla Laiela

Abstract Mutual fund has already existed in Indonesia since 1995 but it has not been socialized. It was due to lack of information to the public about how to invest in stock market, especially in mutual fund. So that, the public have difficulties in assessing and selecting the mutual fund that can provide optimum performance and has benefits affecting the growth of mutual fund. The purpose of this research is to analyze the effect of asset allocation policy (sharia stocks, sharia bonds (sukuk), and mudharabah deposits) on the performance of mixed sharia mutual fund in Indonesia during 2010-2013. The type of this research is descriptive-verification analysis. The samples used are seven mixed sharia mutual funds in each year. So the total number of samples are twenty eight mixed sharia mutual funds during 2010-2013. The result shows that asset allocation policy for sharia stocks, asset allocation policy for sharia bonds (sukuk), and asset allocation policy for mudharabah deposits are simultaneously affecting mixed sharia mutual fund performance. It is simultaniously indicated 0.522 or approximately 52.2%.


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