UUM Electronic Theses and Dissertation
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Modified moving-average crossover trading strategy: evidence in Malaysia equity market

Soh, Chuen Yean (2016) Modified moving-average crossover trading strategy: evidence in Malaysia equity market. Masters thesis, Universiti Utara Malaysia.

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This study examine the profitability of technical analysis using the most renowned trendfollowing
tool, the original moving-average (MA) crossover strategy, to compare with the conventional simple buy-and-hold strategy, using the evidence from Malaysia equity market the FBMKLCI Index from 2000 to 2014. Specifically, this study investigates the
performance of the original moving-average strategy and a modified moving-average crossover strategy with additional trading rules such as entry rule, exit rule, holding rule, and stop-loss rule. The results in this study are consistent to past studies that stronglysupport moving-average crossover trading strategies. The result here suggests that all combinations of short-MA and long-MA periods of the original MA crossover strategy and majority combinations of short-MA and long-MA of the modified MA crossover strategy outperform market benchmark with higher risk-adjusted return. In addition, the 1-period short-MA demonstrates the best return in both original and modified moving-average crossover strategy; better still the modified strategy outperforms the original strategy with lower frequency of trades which could largely reduce transaction costs and
with lower return distribution variability.

Item Type: Thesis (Masters)
Supervisor : Tapa, Afiruddin
Item ID: 6243
Uncontrolled Keywords: technical analysis, moving-average crossover, trading strategies, stop-loss
Subjects: H Social Sciences > HG Finance
Divisions: Othman Yeop Abdullah Graduate School of Business
Date Deposited: 15 May 2017 12:08
Last Modified: 09 Mar 2023 03:04
Department: Othman Yeop Abdullah Graduate School of Business
Name: Tapa, Afiruddin
URI: https://etd.uum.edu.my/id/eprint/6243

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