The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma

Bibliographic Details
Main Author: Silva, Rui Miguel Constantino da
Publication Date: 2011
Format: Master thesis
Language: por
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10071/12422
Summary: The present dissertation aims to develop an analysis to the investor behavior on situations of speculation and crash on stock markets. An approach to the main investor behavioral features is made, mainly the ones related with cognitive and decision-making questions in order to obtain an individual and the aggregate behavioral profile of the investor on situations of extreme events. Thus, the present work is structured on two main parts. The first one is related to the literature review about the definition of the investor, mainly considering questions linked to rationality, information processing, motivations and needs and properties which define the decision making process; contextualized the main problem of the study. In this part the events that leaded to the stock crashes of 1929 and 2000 were selected. On the second part (from Chapter 4) a concrete analysis to the behavior of the investor is made for these events through game theory, particularly, making use of the Iterated Prisoner’s Dilemma model to a sub-game that possesses as the main problem the existence, between players, of cooperation attitudes, aiming the maintenance of their positions or even their investments on overvalued assets, which are the main cause of the speculative bubble, and defection, which implies the opposite posture. The possibility of cooperation among the agents is inferred for a brief period of time, being demonstrated also that the equilibria were unstable for these situations.
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spelling The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemmaFinancial crisisSpeculative bubblesInvestor behaviorIterated prisoner’sDilemmaFinançasMercado de açõesInvestidoresComportamentoCrise financeiraBolhas especulativasComportamento do investidorDilema do prisioneiro iterativoThe present dissertation aims to develop an analysis to the investor behavior on situations of speculation and crash on stock markets. An approach to the main investor behavioral features is made, mainly the ones related with cognitive and decision-making questions in order to obtain an individual and the aggregate behavioral profile of the investor on situations of extreme events. Thus, the present work is structured on two main parts. The first one is related to the literature review about the definition of the investor, mainly considering questions linked to rationality, information processing, motivations and needs and properties which define the decision making process; contextualized the main problem of the study. In this part the events that leaded to the stock crashes of 1929 and 2000 were selected. On the second part (from Chapter 4) a concrete analysis to the behavior of the investor is made for these events through game theory, particularly, making use of the Iterated Prisoner’s Dilemma model to a sub-game that possesses as the main problem the existence, between players, of cooperation attitudes, aiming the maintenance of their positions or even their investments on overvalued assets, which are the main cause of the speculative bubble, and defection, which implies the opposite posture. The possibility of cooperation among the agents is inferred for a brief period of time, being demonstrated also that the equilibria were unstable for these situations.A presente dissertação visa proceder a um estudo do comportamento do investidor em situações de especulação e crash nos mercados bolsistas. É efectuada uma abordagem às características comportamentais do investidor, sobretudo as que se relacionam com questões do foro cognitivo e de escolha, de modo a obter um perfil tanto individual como agregado do comportamento do investidor em eventos extremos. Deste modo o presente trabalho encontra-se estruturado em duas partes. A primeira relaciona-se com uma abordagem à literatura existente relativamente à definição do investidor, particularmente nas questões vocacionadas com a racionalidade, processamento de informação, motivações e necessidades e propriedades que influenciam a tomada de escolha, com uma definição do problema subjacente ao presente estudo, seleccionando para tal os eventos que implicaram os crashes bolsistas de 1929 e 2000. Numa segunda parte (a partir do Capitulo 4) é efectuada uma análise concreta ao comportamento do investidor nesses mesmos eventos via modelação pela teoria dos jogos, em particular, através da aplicação do Dilema do Prisioneiro Iterativo a um sub-jogo que possui como problema-base a existência entre jogadores de atitudes de cooperação, para manutenção das posições ou mesmo investimento em activos sobreavaliados e que são o foco da bolha especulativa, e não cooperação, que implica a atitude contrária. Acabou por ser inferida a possibilidade de existência de cooperação entre os agentes por um curto espaço de tempo, tendo os equilíbrios obtidos demonstrado instabilidade.2017-02-16T15:28:28Z2020-02-16T00:00:00Z2012-01-01T00:00:00Z20122011-12info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/octet-streamhttp://hdl.handle.net/10071/12422porSilva, Rui Miguel Constantino dainfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-07-07T02:37:57Zoai:repositorio.iscte-iul.pt:10071/12422Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T18:02:38.257703Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
title The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
spellingShingle The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
Silva, Rui Miguel Constantino da
Financial crisis
Speculative bubbles
Investor behavior
Iterated prisoner’s
Dilemma
Finanças
Mercado de ações
Investidores
Comportamento
Crise financeira
Bolhas especulativas
Comportamento do investidor
Dilema do prisioneiro iterativo
title_short The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
title_full The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
title_fullStr The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
title_full_unstemmed The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
title_sort The investor behavior on extreme situations of speculation and crash: a game theory approach based on the iterated prisoner’s dilemma
author Silva, Rui Miguel Constantino da
author_facet Silva, Rui Miguel Constantino da
author_role author
dc.contributor.author.fl_str_mv Silva, Rui Miguel Constantino da
dc.subject.por.fl_str_mv Financial crisis
Speculative bubbles
Investor behavior
Iterated prisoner’s
Dilemma
Finanças
Mercado de ações
Investidores
Comportamento
Crise financeira
Bolhas especulativas
Comportamento do investidor
Dilema do prisioneiro iterativo
topic Financial crisis
Speculative bubbles
Investor behavior
Iterated prisoner’s
Dilemma
Finanças
Mercado de ações
Investidores
Comportamento
Crise financeira
Bolhas especulativas
Comportamento do investidor
Dilema do prisioneiro iterativo
description The present dissertation aims to develop an analysis to the investor behavior on situations of speculation and crash on stock markets. An approach to the main investor behavioral features is made, mainly the ones related with cognitive and decision-making questions in order to obtain an individual and the aggregate behavioral profile of the investor on situations of extreme events. Thus, the present work is structured on two main parts. The first one is related to the literature review about the definition of the investor, mainly considering questions linked to rationality, information processing, motivations and needs and properties which define the decision making process; contextualized the main problem of the study. In this part the events that leaded to the stock crashes of 1929 and 2000 were selected. On the second part (from Chapter 4) a concrete analysis to the behavior of the investor is made for these events through game theory, particularly, making use of the Iterated Prisoner’s Dilemma model to a sub-game that possesses as the main problem the existence, between players, of cooperation attitudes, aiming the maintenance of their positions or even their investments on overvalued assets, which are the main cause of the speculative bubble, and defection, which implies the opposite posture. The possibility of cooperation among the agents is inferred for a brief period of time, being demonstrated also that the equilibria were unstable for these situations.
publishDate 2011
dc.date.none.fl_str_mv 2011-12
2012-01-01T00:00:00Z
2012
2017-02-16T15:28:28Z
2020-02-16T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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