PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZIL

ABSTRACT This study aims to analyze risk preferences in Brazil based on prospect theory by estimating the risk aversion parameter of the expected utility theory (EUT) for a select sample, in addition to the value and probability function parameter, assuming various functional forms, and a newly proposed value function, the modified log. This is the first such study in Brazil, and the parameter results are slightly different from studies in other countries, indicating that subjects are more risk averse and exhibit a smaller loss aversion. Probability distortion is the only common factor. As expected, the study finds that behavioral models are superior to EUT, and models based on prospect theory, the TK and Prelec weighting function, and the value power function show superior performance to others. Finally, the modified log function proposed in the study fits the data well, and can thus be used for future studies in Brazil.

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Main Authors: LOBEL,ROBERT EUGENE, KLOTZLE,MARCELO CABUS, SILVA,PAULO VITOR JORDÃO DA GAMA, PINTO,ANTONIO CARLOS FIGUEIREDO
Format: Digital revista
Language:English
Published: Fundação Getulio Vargas, Escola de Administração de Empresas de S.Paulo 2017
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-75902017000500495
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spelling oai:scielo:S0034-759020170005004952017-10-30PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZILLOBEL,ROBERT EUGENEKLOTZLE,MARCELO CABUSSILVA,PAULO VITOR JORDÃO DA GAMAPINTO,ANTONIO CARLOS FIGUEIREDO Behavioral finance prospect theory value function weighting function Brazil ABSTRACT This study aims to analyze risk preferences in Brazil based on prospect theory by estimating the risk aversion parameter of the expected utility theory (EUT) for a select sample, in addition to the value and probability function parameter, assuming various functional forms, and a newly proposed value function, the modified log. This is the first such study in Brazil, and the parameter results are slightly different from studies in other countries, indicating that subjects are more risk averse and exhibit a smaller loss aversion. Probability distortion is the only common factor. As expected, the study finds that behavioral models are superior to EUT, and models based on prospect theory, the TK and Prelec weighting function, and the value power function show superior performance to others. Finally, the modified log function proposed in the study fits the data well, and can thus be used for future studies in Brazil.info:eu-repo/semantics/openAccessFundação Getulio Vargas, Escola de Administração de Empresas de S.PauloRevista de Administração de Empresas v.57 n.5 20172017-09-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-75902017000500495en10.1590/s0034-759020170507
institution SCIELO
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country Brasil
countrycode BR
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databasecode rev-scielo-br
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region America del Sur
libraryname SciELO
language English
format Digital
author LOBEL,ROBERT EUGENE
KLOTZLE,MARCELO CABUS
SILVA,PAULO VITOR JORDÃO DA GAMA
PINTO,ANTONIO CARLOS FIGUEIREDO
spellingShingle LOBEL,ROBERT EUGENE
KLOTZLE,MARCELO CABUS
SILVA,PAULO VITOR JORDÃO DA GAMA
PINTO,ANTONIO CARLOS FIGUEIREDO
PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZIL
author_facet LOBEL,ROBERT EUGENE
KLOTZLE,MARCELO CABUS
SILVA,PAULO VITOR JORDÃO DA GAMA
PINTO,ANTONIO CARLOS FIGUEIREDO
author_sort LOBEL,ROBERT EUGENE
title PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZIL
title_short PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZIL
title_full PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZIL
title_fullStr PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZIL
title_full_unstemmed PROSPECT THEORY: A PARAMETRIC ANALYSIS OF FUNCTIONAL FORMS IN BRAZIL
title_sort prospect theory: a parametric analysis of functional forms in brazil
description ABSTRACT This study aims to analyze risk preferences in Brazil based on prospect theory by estimating the risk aversion parameter of the expected utility theory (EUT) for a select sample, in addition to the value and probability function parameter, assuming various functional forms, and a newly proposed value function, the modified log. This is the first such study in Brazil, and the parameter results are slightly different from studies in other countries, indicating that subjects are more risk averse and exhibit a smaller loss aversion. Probability distortion is the only common factor. As expected, the study finds that behavioral models are superior to EUT, and models based on prospect theory, the TK and Prelec weighting function, and the value power function show superior performance to others. Finally, the modified log function proposed in the study fits the data well, and can thus be used for future studies in Brazil.
publisher Fundação Getulio Vargas, Escola de Administração de Empresas de S.Paulo
publishDate 2017
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-75902017000500495
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AT klotzlemarcelocabus prospecttheoryaparametricanalysisoffunctionalformsinbrazil
AT silvapaulovitorjordaodagama prospecttheoryaparametricanalysisoffunctionalformsinbrazil
AT pintoantoniocarlosfigueiredo prospecttheoryaparametricanalysisoffunctionalformsinbrazil
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