Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market

The purpose of this research is to examine the efficiency of technical indicators Relative Strength Index (RSI) as leading momentum indicator and Moving Average Convergence Divergence (MACD) as lagging trend following momentum indicator in producing returns in Malaysian equity market (FBMKLCI). The...

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Main Author: Murali, Manogaran
Format: Thesis
Language:English
English
English
English
Published: 2020
Subjects:
Online Access:https://etd.uum.edu.my/10336/1/grant%20the%20permission_s826506.pdf
https://etd.uum.edu.my/10336/2/s826506_01.pdf
https://etd.uum.edu.my/10336/3/s826506_02.pdf
https://etd.uum.edu.my/10336/4/s826506_references.docx
https://etd.uum.edu.my/10336/
Abstract Abstract here
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author Murali, Manogaran
author_facet Murali, Manogaran
author_sort Murali, Manogaran
description The purpose of this research is to examine the efficiency of technical indicators Relative Strength Index (RSI) as leading momentum indicator and Moving Average Convergence Divergence (MACD) as lagging trend following momentum indicator in producing returns in Malaysian equity market (FBMKLCI). The RSI and MACD were analysed individually and later combined together with pre-set conditions applied to provide trading signals to enter and exit the market. The performance of the technical strategies was analysed with Sharpe ratio, percentage of profitability trades and ratio of average profit over average loss. The results shows that RSI, MACD outperformed the buy and hold strategy which was treated as benchmark. Besides, MACD able to outperform RSI with higher net log return with its characteristic of reacting late where it is known as lagging indicator to look backward at the price movements and confirms the trend. The combination of RSI & MACD strategy with modified conditions to enter and exit the market, has strongly outperformed the buy and hold strategy and also when the indicators used individually.
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institution Universiti Utara Malaysia
language English
English
English
English
publishDate 2020
record_format EPrints
record_pdf Abstract
spelling oai:etd.uum.edu.my:103362023-03-01T08:29:25Z https://etd.uum.edu.my/10336/ Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market Murali, Manogaran HJ Public Finance The purpose of this research is to examine the efficiency of technical indicators Relative Strength Index (RSI) as leading momentum indicator and Moving Average Convergence Divergence (MACD) as lagging trend following momentum indicator in producing returns in Malaysian equity market (FBMKLCI). The RSI and MACD were analysed individually and later combined together with pre-set conditions applied to provide trading signals to enter and exit the market. The performance of the technical strategies was analysed with Sharpe ratio, percentage of profitability trades and ratio of average profit over average loss. The results shows that RSI, MACD outperformed the buy and hold strategy which was treated as benchmark. Besides, MACD able to outperform RSI with higher net log return with its characteristic of reacting late where it is known as lagging indicator to look backward at the price movements and confirms the trend. The combination of RSI & MACD strategy with modified conditions to enter and exit the market, has strongly outperformed the buy and hold strategy and also when the indicators used individually. 2020 Thesis NonPeerReviewed text en https://etd.uum.edu.my/10336/1/grant%20the%20permission_s826506.pdf text en https://etd.uum.edu.my/10336/2/s826506_01.pdf text en https://etd.uum.edu.my/10336/3/s826506_02.pdf text en https://etd.uum.edu.my/10336/4/s826506_references.docx Murali, Manogaran (2020) Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market. Masters thesis, Universiti Utara Malaysia.
spellingShingle HJ Public Finance
Murali, Manogaran
Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market
thesis_level Master
title Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market
title_full Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market
title_fullStr Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market
title_full_unstemmed Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market
title_short Technical analysis using a leading and lagging indicator – backtesting profitability in Malaysian equity market
title_sort technical analysis using a leading and lagging indicator backtesting profitability in malaysian equity market
topic HJ Public Finance
url https://etd.uum.edu.my/10336/1/grant%20the%20permission_s826506.pdf
https://etd.uum.edu.my/10336/2/s826506_01.pdf
https://etd.uum.edu.my/10336/3/s826506_02.pdf
https://etd.uum.edu.my/10336/4/s826506_references.docx
https://etd.uum.edu.my/10336/
work_keys_str_mv AT muralimanogaran technicalanalysisusingaleadingandlaggingindicatorbacktestingprofitabilityinmalaysianequitymarket