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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Main Authors: Ho, Jia Jun, Soh, Isabelle Shi Min, Lim, Zhi Xun
Other Authors: Bao Te
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/76813
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Institution: Nanyang Technological University
Language: English
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spelling 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
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Social sciences::Economic development
spellingShingle DRNTU::Social sciences::Economic development
Ho, Jia Jun
Soh, Isabelle Shi Min
Lim, Zhi Xun
Signal extraction, ambiguity and asset pricing : an experimental study
description 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
_version_ 1681042644149469184