Citation
Mokhtar, Suraya Hanim
(2006)
Detection of Rational Speculative Bubbles in the Malaysian Stock Market.
Masters thesis, Universiti Putra Malaysia.
Abstract
The general purpose of the study is to investigate the existence of rational speculative
bubbles in the Malaysian stock market. A bubble is defined as the asset price movement
that is unexplainable by the fundamental (Garber, 1990). Meanwhile, rational
speculative bubbles can be defined as an attempt to identify the behavior of investors
who act irrationally (Cuthbertson, 1996). Specifically, the study aims to detect the
rational speculative bubbles over the period for before (1 994- 1996), during (1 997-1 998)
and after the Asian financial crisis (1999-2003). This study provides a modest attempt
to investigate the price behavior of stocks fiom a behavioral finance perspective. In
theory, the bubble is a theoretically appealing; however the fundamental fails to identify
the growth or size of the share prices.
This study used abnormal monthly real return of Kuala Lumpur Composite Index and
Sectoral Indices (Finance Index, Consumer Product Index, Property Index, Trading and
Services Index, Plantation Index, Construction Index and Industrial Product Index) from 1994 until 2003. Statistical analysis used in this study is Duration Dependence Test
using the Log Logistic Hazard Model and the Weibull Hazard Model.
The empirical findings of the study for both models: (1) Log Logistic Hazard Model
and: (2) Weibull Hazard Model revealed the existence of rational speculative bubbles in
the Malaysian stock market for before (1994-1996) and after (1999-2003) the Asian
financial crisis 1997. In general, the pattern of the bubble behavior for before and after
the Asian financial crisis 1997 on Composite Index and Sectoral Indices replicate
similar findings in which the bubbles' sizes are huge in 1995. The practical issue
suggests from this scenario, the policy makers have to react approximately two years
before crisis. Furthermore, the findings illustrate that the bubbles developed over time
and explode during crisis. Moreover, investor tends to overact or exaggerate and implies
that price movement contains bubbles, apart from the normal white noise.
This study presents a number of practical implications to academicians, investors and
most importantly to policy makers. Prior to the investigation, there is no published
evidence on the detection of rational speculative bubble in the Malaysian stock market
especially for the year of 1994 until 2003, therefore this study provides a significant
contribution to the body of knowledge particularly in emerging market. The existence
of rational speculative bubble in the market lead to better decisions for investors and
policy makers on how to minimize risk subsequently, as time goes, market efficiency
improves.
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