A laboratory experiment on the minority games with aggregate information and partial information.

The impacts of different information treatments on the Minority Games have attracted wide attention from researchers. Further to preceding research on impacts of aggregate information and full information treatments in the Minority Games experiment, this paper investigates the effects of partial inf...

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Main Authors: Hang, Tianyu., Wu, Keyuan., Xu, Shouqi.
Other Authors: Yao Shuntian
Format: Final Year Project
Language:English
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/10356/48850
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-488502019-12-10T11:23:11Z A laboratory experiment on the minority games with aggregate information and partial information. Hang, Tianyu. Wu, Keyuan. Xu, Shouqi. Yao Shuntian School of Humanities and Social Sciences DRNTU::Social sciences The impacts of different information treatments on the Minority Games have attracted wide attention from researchers. Further to preceding research on impacts of aggregate information and full information treatments in the Minority Games experiment, this paper investigates the effects of partial information on both efficiency level and payoffs distribution through laboratory experiments. The experiment contains 12 sessions with 20 participants and manipulates two variables, namely, the length of information history provided and the amount of publicized action history of individual players. The research testifies the previously studied relationship between allocative efficiency and the length of information history. Meanwhile, the research discovers a positive correlation between allocative efficiency in the Minority Game and the amount of partial information provided. However, analysis of payoff outcomes indicates that partial information does not significantly influence the payoffs distribution. The paper concludes that partial information has positive effects on the efficiency of the Minority Game and ambiguous effects on its payoffs distribution, and the payoffs distribution is more related to number of strategy changes. Bachelor of Arts 2012-05-10T03:53:11Z 2012-05-10T03:53:11Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/48850 en Nanyang Technological University 42 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Social sciences
spellingShingle DRNTU::Social sciences
Hang, Tianyu.
Wu, Keyuan.
Xu, Shouqi.
A laboratory experiment on the minority games with aggregate information and partial information.
description The impacts of different information treatments on the Minority Games have attracted wide attention from researchers. Further to preceding research on impacts of aggregate information and full information treatments in the Minority Games experiment, this paper investigates the effects of partial information on both efficiency level and payoffs distribution through laboratory experiments. The experiment contains 12 sessions with 20 participants and manipulates two variables, namely, the length of information history provided and the amount of publicized action history of individual players. The research testifies the previously studied relationship between allocative efficiency and the length of information history. Meanwhile, the research discovers a positive correlation between allocative efficiency in the Minority Game and the amount of partial information provided. However, analysis of payoff outcomes indicates that partial information does not significantly influence the payoffs distribution. The paper concludes that partial information has positive effects on the efficiency of the Minority Game and ambiguous effects on its payoffs distribution, and the payoffs distribution is more related to number of strategy changes.
author2 Yao Shuntian
author_facet Yao Shuntian
Hang, Tianyu.
Wu, Keyuan.
Xu, Shouqi.
format Final Year Project
author Hang, Tianyu.
Wu, Keyuan.
Xu, Shouqi.
author_sort Hang, Tianyu.
title A laboratory experiment on the minority games with aggregate information and partial information.
title_short A laboratory experiment on the minority games with aggregate information and partial information.
title_full A laboratory experiment on the minority games with aggregate information and partial information.
title_fullStr A laboratory experiment on the minority games with aggregate information and partial information.
title_full_unstemmed A laboratory experiment on the minority games with aggregate information and partial information.
title_sort laboratory experiment on the minority games with aggregate information and partial information.
publishDate 2012
url http://hdl.handle.net/10356/48850
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