Testing consumption optimality using aggregate data

Detalhes bibliográficos
Autor(a) principal: Gomes, Fábio Augusto Reis
Data de Publicação: 2014
Outros Autores: Issler, João Victor
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional do FGV (FGV Repositório Digital)
Texto Completo: http://hdl.handle.net/10438/11805
Resumo: The objective of this paper is to test for optimality of consumption decisions at the aggregate level (representative consumer) taking into account popular deviations from the canonical CRRA utility model rule of thumb and habit. First, we show that rule-of-thumb behavior in consumption is observational equivalent to behavior obtained by the optimizing model of King, Plosser and Rebelo (Journal of Monetary Economics, 1988), casting doubt on how reliable standard rule-of-thumb tests are. Second, although Carroll (2001) and Weber (2002) have criticized the linearization and testing of euler equations for consumption, we provide a deeper critique directly applicable to current rule-of-thumb tests. Third, we show that there is no reason why return aggregation cannot be performed in the nonlinear setting of the Asset-Pricing Equation, since the latter is a linear function of individual returns. Fourth, aggregation of the nonlinear euler equation forms the basis of a novel test of deviations from the canonical CRRA model of consumption in the presence of rule-of-thumb and habit behavior. We estimated 48 euler equations using GMM, with encouraging results vis-a-vis the optimality of consumption decisions. At the 5% level, we only rejected optimality twice out of 48 times. Empirical-test results show that we can still rely on the canonical CRRA model so prevalent in macroeconomics: out of 24 regressions, we found the rule-of-thumb parameter to be statistically signi cant at the 5% level only twice, and the habit ƴ parameter to be statistically signi cant on four occasions. The main message of this paper is that proper return aggregation is critical to study intertemporal substitution in a representative-agent framework. In this case, we fi nd little evidence of lack of optimality in consumption decisions, and deviations of the CRRA utility model along the lines of rule-of-thumb behavior and habit in preferences represent the exception, not the rule.
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spelling Gomes, Fábio Augusto ReisIssler, João VictorEscolas::EPGEFGV2014-06-02T13:15:52Z2014-06-02T13:15:52Z2014-06-020104-8910http://hdl.handle.net/10438/11805The objective of this paper is to test for optimality of consumption decisions at the aggregate level (representative consumer) taking into account popular deviations from the canonical CRRA utility model rule of thumb and habit. First, we show that rule-of-thumb behavior in consumption is observational equivalent to behavior obtained by the optimizing model of King, Plosser and Rebelo (Journal of Monetary Economics, 1988), casting doubt on how reliable standard rule-of-thumb tests are. Second, although Carroll (2001) and Weber (2002) have criticized the linearization and testing of euler equations for consumption, we provide a deeper critique directly applicable to current rule-of-thumb tests. Third, we show that there is no reason why return aggregation cannot be performed in the nonlinear setting of the Asset-Pricing Equation, since the latter is a linear function of individual returns. Fourth, aggregation of the nonlinear euler equation forms the basis of a novel test of deviations from the canonical CRRA model of consumption in the presence of rule-of-thumb and habit behavior. We estimated 48 euler equations using GMM, with encouraging results vis-a-vis the optimality of consumption decisions. At the 5% level, we only rejected optimality twice out of 48 times. Empirical-test results show that we can still rely on the canonical CRRA model so prevalent in macroeconomics: out of 24 regressions, we found the rule-of-thumb parameter to be statistically signi cant at the 5% level only twice, and the habit ƴ parameter to be statistically signi cant on four occasions. The main message of this paper is that proper return aggregation is critical to study intertemporal substitution in a representative-agent framework. In this case, we fi nd little evidence of lack of optimality in consumption decisions, and deviations of the CRRA utility model along the lines of rule-of-thumb behavior and habit in preferences represent the exception, not the rule.engFundação Getulio Vargas. Escola de Pós-graduação em EconomiaEnsaios Econômicos;752Intertemporal substitutionRisk aversionRule of thumb behaviorConsumptionAggregate returnEconomiaEconomiaTesting consumption optimality using aggregate datainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlereponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessLICENSElicense.txtlicense.txttext/plain; charset=utf-84707https://repositorio.fgv.br/bitstreams/0f28c888-7503-48ff-9be8-ea2c20b9653e/downloaddfb340242cced38a6cca06c627998fa1MD52ORIGINALTesting-Consumption-Optimality-using-Aggregate-Data.pdfTesting-Consumption-Optimality-using-Aggregate-Data.pdfMain 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dc.title.eng.fl_str_mv Testing consumption optimality using aggregate data
title Testing consumption optimality using aggregate data
spellingShingle Testing consumption optimality using aggregate data
Gomes, Fábio Augusto Reis
Intertemporal substitution
Risk aversion
Rule of thumb behavior
Consumption
Aggregate return
Economia
Economia
title_short Testing consumption optimality using aggregate data
title_full Testing consumption optimality using aggregate data
title_fullStr Testing consumption optimality using aggregate data
title_full_unstemmed Testing consumption optimality using aggregate data
title_sort Testing consumption optimality using aggregate data
author Gomes, Fábio Augusto Reis
author_facet Gomes, Fábio Augusto Reis
Issler, João Victor
author_role author
author2 Issler, João Victor
author2_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EPGE
dc.contributor.affiliation.none.fl_str_mv FGV
dc.contributor.author.fl_str_mv Gomes, Fábio Augusto Reis
Issler, João Victor
dc.subject.eng.fl_str_mv Intertemporal substitution
Risk aversion
Rule of thumb behavior
topic Intertemporal substitution
Risk aversion
Rule of thumb behavior
Consumption
Aggregate return
Economia
Economia
dc.subject.por.fl_str_mv Consumption
Aggregate return
dc.subject.area.por.fl_str_mv Economia
dc.subject.bibliodata.por.fl_str_mv Economia
description The objective of this paper is to test for optimality of consumption decisions at the aggregate level (representative consumer) taking into account popular deviations from the canonical CRRA utility model rule of thumb and habit. First, we show that rule-of-thumb behavior in consumption is observational equivalent to behavior obtained by the optimizing model of King, Plosser and Rebelo (Journal of Monetary Economics, 1988), casting doubt on how reliable standard rule-of-thumb tests are. Second, although Carroll (2001) and Weber (2002) have criticized the linearization and testing of euler equations for consumption, we provide a deeper critique directly applicable to current rule-of-thumb tests. Third, we show that there is no reason why return aggregation cannot be performed in the nonlinear setting of the Asset-Pricing Equation, since the latter is a linear function of individual returns. Fourth, aggregation of the nonlinear euler equation forms the basis of a novel test of deviations from the canonical CRRA model of consumption in the presence of rule-of-thumb and habit behavior. We estimated 48 euler equations using GMM, with encouraging results vis-a-vis the optimality of consumption decisions. At the 5% level, we only rejected optimality twice out of 48 times. Empirical-test results show that we can still rely on the canonical CRRA model so prevalent in macroeconomics: out of 24 regressions, we found the rule-of-thumb parameter to be statistically signi cant at the 5% level only twice, and the habit ƴ parameter to be statistically signi cant on four occasions. The main message of this paper is that proper return aggregation is critical to study intertemporal substitution in a representative-agent framework. In this case, we fi nd little evidence of lack of optimality in consumption decisions, and deviations of the CRRA utility model along the lines of rule-of-thumb behavior and habit in preferences represent the exception, not the rule.
publishDate 2014
dc.date.accessioned.fl_str_mv 2014-06-02T13:15:52Z
dc.date.available.fl_str_mv 2014-06-02T13:15:52Z
dc.date.issued.fl_str_mv 2014-06-02
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.language.iso.fl_str_mv eng
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dc.relation.ispartofseries.por.fl_str_mv Ensaios Econômicos;752
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dc.publisher.none.fl_str_mv Fundação Getulio Vargas. Escola de Pós-graduação em Economia
publisher.none.fl_str_mv Fundação Getulio Vargas. Escola de Pós-graduação em Economia
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