Signal extraction, ambiguity and asset pricing : an experimental study
Across the past two decades, the world’s stock trading volume has increased nearly five-fold. In Singapore, stock trading volume has increased from US$74.137 billion to US$219.612 billion, amounting to an increment of 196% (World Bank, 2018). Given the increasing scale and pervasiveness of financial...
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sg-ntu-dr.10356-768132019-12-10T12:23:21Z Signal extraction, ambiguity and asset pricing : an experimental study Ho, Jia Jun Soh, Isabelle Shi Min Lim, Zhi Xun Bao Te School of Social Sciences DRNTU::Social sciences::Economic development Across the past two decades, the world’s stock trading volume has increased nearly five-fold. In Singapore, stock trading volume has increased from US$74.137 billion to US$219.612 billion, amounting to an increment of 196% (World Bank, 2018). Given the increasing scale and pervasiveness of financial trading, it is important to understand market participants’ investment decisions. In the world of financial trading, participants are required to make investment decisions, often while facing ambiguous information regarding fundamental asset values. This paper seeks to investigate the relationship between signal extraction and ambiguity attitudes on financial asset pricing decisions. The analysis concluded that individuals are able to do signal extraction, but fail to do so under ambiguity. Using the Ordinary Least Squares (OLS) method, we also showed that Ambiguity-Averse subjects perceive significantly higher variances compared to Ambiguity-Seeking subjects when faced with identical ambiguous information. The results obtained highlight that ambiguity may be a source of market instability or cause deviation of market prices from rational expectations. Bachelor of Arts in Economics 2019-04-17T13:00:07Z 2019-04-17T13:00:07Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/76813 en 62 p. application/pdf |
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DRNTU::Social sciences::Economic development Ho, Jia Jun Soh, Isabelle Shi Min Lim, Zhi Xun Signal extraction, ambiguity and asset pricing : an experimental study |
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Across the past two decades, the world’s stock trading volume has increased nearly five-fold. In Singapore, stock trading volume has increased from US$74.137 billion to US$219.612 billion, amounting to an increment of 196% (World Bank, 2018). Given the increasing scale and pervasiveness of financial trading, it is important to understand market participants’ investment decisions. In the world of financial trading, participants are required to make investment decisions, often while facing ambiguous information regarding fundamental asset values. This paper seeks to investigate the relationship between signal extraction and ambiguity attitudes on financial asset pricing decisions. The
analysis concluded that individuals are able to do signal extraction, but fail to do so under ambiguity. Using the Ordinary Least Squares (OLS) method, we also showed that Ambiguity-Averse subjects perceive significantly higher variances compared to Ambiguity-Seeking subjects when faced with identical ambiguous information. The results obtained highlight that ambiguity may be a source of
market instability or cause deviation of market prices from rational expectations. |
author2 |
Bao Te |
author_facet |
Bao Te Ho, Jia Jun Soh, Isabelle Shi Min Lim, Zhi Xun |
format |
Final Year Project |
author |
Ho, Jia Jun Soh, Isabelle Shi Min Lim, Zhi Xun |
author_sort |
Ho, Jia Jun |
title |
Signal extraction, ambiguity and asset pricing : an experimental study |
title_short |
Signal extraction, ambiguity and asset pricing : an experimental study |
title_full |
Signal extraction, ambiguity and asset pricing : an experimental study |
title_fullStr |
Signal extraction, ambiguity and asset pricing : an experimental study |
title_full_unstemmed |
Signal extraction, ambiguity and asset pricing : an experimental study |
title_sort |
signal extraction, ambiguity and asset pricing : an experimental study |
publishDate |
2019 |
url |
http://hdl.handle.net/10356/76813 |
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1681042644149469184 |