Three Essays in macro-finance

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: Valente, João Paulo
Orientador(a): Almeida, Caio Ibsen Rodrigues de
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Não Informado pela instituição
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Palavras-chave em Inglês:
Link de acesso: https://hdl.handle.net/10438/30033
Resumo: This dissertation consists of three essays in Macro-Finance. The first two papers study tail risk in the hedge fund industry, and the last paper investigates the effects of fiscal irresponsibility in a monetary union under the Fiscal Theory of Price Level (FTPL) framework. In the first paper, we rely on the convergence trading model and the increasing participation of high-frequency trading (HFT) in the US fund industry to propose a new tail risk measure, HFTR. The growth of HFT raised the number of hedge funds that follow similar strategies and market signals, increasing trade overcrowding. Together with funds’ leverage, overcrowding may cause a high initial loss trigger fire sales that could affect the entire financial industry through a loop of investment positions liquidation. Kondor’s (2009) convergence trading equilibrium model illustrates well this mechanism. Motivated by the importance of these effects inside the fund industry, we estimate tail risk using the cross-section of hedge fund returns. We show that US hedge funds are exposed to our tail risk and that it helps to explain the cross-sectional dispersion of funds returns. We also compare our index with other tail risk measures in the literature and find that ours seems to better capture both the hedge funds’ exposure to extreme risks and the cross-sectional dynamic of returns. In the second essay, we estimate tail risk using different estimation methods for the Brazilian hedge fund industry. The Brazilian hedge fund data is unique because it contains daily returns of all Brazilian funds, allowing us to compute tail risk measures that rely on daily observations and avoiding well-known biases to hedge fund datasets. Differently from the US, every investment fund in Brazil must report returns (and other relevant information) to the regulatory agency (CVM) daily. The database we use contains the universe of investment funds in Brazil, dead or alive, avoiding selection, survivorship, and instant history biases. We compared six different methodologies across three different estimation approaches and two different returns data (equity and hedge funds). We find that tail risk estimates are very different, not only across asset classes but also across methodologies. We also show that, although hedge funds in Brazil seem to exhibit more exposure to equity tail risk, hedge fund tail risk entails a higher predictive ability to performance both over time and cross-sectionally In the last paper, we show that if the fiscal policy of a fiscally irresponsible member of a monetary union follows a Markov Switching process with two regimes (responsible and irresponsible), the central bank may be able to determine the price level through an active monetary policy. This result contradicts the findings of Woodford (1996) and Bergin (2000). In our case, the only requirement is to the irresponsible regime be short-lived, or an aggressive primary surplus response to debt grow in the responsible (Ricardian) regime. We also show that once the economy has a unique equilibrium, the impact of the unstable fiscal rule is negligible.
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spelling Valente, João PauloEscolas::EPGECosta, Carlos Eugênio daFernandes, MarceloBerriel, Tiago CoutoGlasman, Daniela KubudiAlmeida, Caio Ibsen Rodrigues de2021-01-18T21:03:32Z2021-01-18T21:03:32Z2019-12-20https://hdl.handle.net/10438/30033This dissertation consists of three essays in Macro-Finance. The first two papers study tail risk in the hedge fund industry, and the last paper investigates the effects of fiscal irresponsibility in a monetary union under the Fiscal Theory of Price Level (FTPL) framework. In the first paper, we rely on the convergence trading model and the increasing participation of high-frequency trading (HFT) in the US fund industry to propose a new tail risk measure, HFTR. The growth of HFT raised the number of hedge funds that follow similar strategies and market signals, increasing trade overcrowding. Together with funds’ leverage, overcrowding may cause a high initial loss trigger fire sales that could affect the entire financial industry through a loop of investment positions liquidation. Kondor’s (2009) convergence trading equilibrium model illustrates well this mechanism. Motivated by the importance of these effects inside the fund industry, we estimate tail risk using the cross-section of hedge fund returns. We show that US hedge funds are exposed to our tail risk and that it helps to explain the cross-sectional dispersion of funds returns. We also compare our index with other tail risk measures in the literature and find that ours seems to better capture both the hedge funds’ exposure to extreme risks and the cross-sectional dynamic of returns. In the second essay, we estimate tail risk using different estimation methods for the Brazilian hedge fund industry. The Brazilian hedge fund data is unique because it contains daily returns of all Brazilian funds, allowing us to compute tail risk measures that rely on daily observations and avoiding well-known biases to hedge fund datasets. Differently from the US, every investment fund in Brazil must report returns (and other relevant information) to the regulatory agency (CVM) daily. The database we use contains the universe of investment funds in Brazil, dead or alive, avoiding selection, survivorship, and instant history biases. We compared six different methodologies across three different estimation approaches and two different returns data (equity and hedge funds). We find that tail risk estimates are very different, not only across asset classes but also across methodologies. We also show that, although hedge funds in Brazil seem to exhibit more exposure to equity tail risk, hedge fund tail risk entails a higher predictive ability to performance both over time and cross-sectionally In the last paper, we show that if the fiscal policy of a fiscally irresponsible member of a monetary union follows a Markov Switching process with two regimes (responsible and irresponsible), the central bank may be able to determine the price level through an active monetary policy. This result contradicts the findings of Woodford (1996) and Bergin (2000). In our case, the only requirement is to the irresponsible regime be short-lived, or an aggressive primary surplus response to debt grow in the responsible (Ricardian) regime. We also show that once the economy has a unique equilibrium, the impact of the unstable fiscal rule is negligible.Esta dissertação consiste de três ensaios em macrofinanças. Os dois primeiros artigos estudam o risco de cauda na indústria de hedge funds, e o último investiga os efeitos da irresponsabilidade fiscal em uma união monetária sob a ótica da Teoria Fiscal do Nível de Preços (FTPL, em inglês). No primeiro artigo, nos baseamos no modelo de convergence trading e a crescente participação de high frequence trading (HFT) na indústria de fundos americana para propor uma nova medida de risco de cauda, o HFTR. O crescimento do HFT aumentou o número de fundos que seguem estratégias e sinais de mercado semelhantes, aumentando o overcrowding de posições. Juntamente com a alavancagem dos fundos, overcrowding pode fazer com que uma forte perda idiossincrática inicial desencadeie fire sales que podem afetar todo o setor financeiro por meio de um ciclo de liquidações de posições. Motivados pela importância desses efeitos na indústria de fundos, estimamos o risco de cauda usando os retornos dos hedge funds. Nossos resultados apontam que os fundos americanos estão expostos à nossa medida de risco de cauda e que ela ajuda a explicar a dispersão dos retornos individuais dos fundos. Também comparamos nosso índice com outras medidas de risco na literatura e encontramos que a nossa medida capta melhor a exposição dos hedge funds a riscos extremos e a dinâmica dos retornos individuais. No segundo trabalho, estimamos o risco de cauda usando diferentes metodologias para a indústria brasileira de fundos. Os dados de hedge funds brasileiros são únicos porque contêm retornos diários de todos os fundos brasileiros, permitindo calcular medidas de risco de cauda que se baseiam em observações diárias e evitando vieses conhecidos nas bases de dados americanas. Diferentemente dos EUA, todo fundo de investimento no Brasil deve reportar retornos (e outras informações relevantes) à agência reguladora (CVM) diariamente. O banco de dados que usamos contém o universo de fundos de investimento no Brasil, ativos ou inativos, evitando vieses comuns na literatura. Comparamos seis metodologias diferentes divididas em três métodos de estimação e duas bases de dados de retornos diferentes (ações e hedge funds). Concluímos que as estimativas de risco de cauda são muito diferentes, não apenas nas classes de ativos, mas também nas metodologias. Também mostramos que, embora os hedge funds brasileiros pareçam exibir mais exposição ao risco de cauda de retornos de ações, o risco de cauda de hedge funds tem um poder preditivo maior. No último artigo, mostramos que, se a política fiscal de um membro fiscalmente irresponsável de um união monetária segue um processo de Markov Switching com dois regimes (responsável e irresponsável), o banco central pode determinar o nível de preços por meio de uma política monetária ativa. Esse resultado contradiz os encontrados por Woodford (1996) e Bergin (2000). O único requisito no nosso modelo é que o regime irresponsável tenha vida curta ou uma resposta agressiva do superávit primário à dívida durante o regime responsável (Ricardiano). Também mostramos que, uma vez que a economia possua um equilíbrio único, o impacto da regra fiscal instável é quantitativamente insignificante.engAlternative investmentConvergence tradingEntropyExpected shortfallPower law, monetary policyFiscal policyFTPLInvestimento alternativoEntropiaShortfall esperadoPolítica monetáriaPolítica fiscalFinançasMacroeconomiaPolítica tributáriaHedging (Finanças)Three Essays in macro-financeinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis2019-12-20reponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessTHUMBNAILdissert_joaovalente.pdf.jpgdissert_joaovalente.pdf.jpgGenerated Thumbnailimage/jpeg1442http://bibliotecadigital.fgv.br:80/dspace/bitstream/10438/30033/4/dissert_joaovalente.pdf.jpg241760cfb8a7e61cd7f6c9d3a9dff292MD54TEXTdissert_joaovalente.pdf.txtdissert_joaovalente.pdf.txtExtracted 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ório 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dc.title.eng.fl_str_mv Three Essays in macro-finance
title Three Essays in macro-finance
spellingShingle Three Essays in macro-finance
Valente, João Paulo
Alternative investment
Convergence trading
Entropy
Expected shortfall
Power law, monetary policy
Fiscal policy
FTPL
Investimento alternativo
Entropia
Shortfall esperado
Política monetária
Política fiscal
Finanças
Macroeconomia
Política tributária
Hedging (Finanças)
title_short Three Essays in macro-finance
title_full Three Essays in macro-finance
title_fullStr Three Essays in macro-finance
title_full_unstemmed Three Essays in macro-finance
title_sort Three Essays in macro-finance
author Valente, João Paulo
author_facet Valente, João Paulo
author_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EPGE
dc.contributor.member.none.fl_str_mv Costa, Carlos Eugênio da
Fernandes, Marcelo
Berriel, Tiago Couto
Glasman, Daniela Kubudi
dc.contributor.author.fl_str_mv Valente, João Paulo
dc.contributor.advisor1.fl_str_mv Almeida, Caio Ibsen Rodrigues de
contributor_str_mv Almeida, Caio Ibsen Rodrigues de
dc.subject.eng.fl_str_mv Alternative investment
Convergence trading
Entropy
Expected shortfall
Power law, monetary policy
Fiscal policy
FTPL
topic Alternative investment
Convergence trading
Entropy
Expected shortfall
Power law, monetary policy
Fiscal policy
FTPL
Investimento alternativo
Entropia
Shortfall esperado
Política monetária
Política fiscal
Finanças
Macroeconomia
Política tributária
Hedging (Finanças)
dc.subject.por.fl_str_mv Investimento alternativo
Entropia
Shortfall esperado
Política monetária
Política fiscal
dc.subject.area.por.fl_str_mv Finanças
dc.subject.bibliodata.por.fl_str_mv Macroeconomia
Política tributária
Hedging (Finanças)
description This dissertation consists of three essays in Macro-Finance. The first two papers study tail risk in the hedge fund industry, and the last paper investigates the effects of fiscal irresponsibility in a monetary union under the Fiscal Theory of Price Level (FTPL) framework. In the first paper, we rely on the convergence trading model and the increasing participation of high-frequency trading (HFT) in the US fund industry to propose a new tail risk measure, HFTR. The growth of HFT raised the number of hedge funds that follow similar strategies and market signals, increasing trade overcrowding. Together with funds’ leverage, overcrowding may cause a high initial loss trigger fire sales that could affect the entire financial industry through a loop of investment positions liquidation. Kondor’s (2009) convergence trading equilibrium model illustrates well this mechanism. Motivated by the importance of these effects inside the fund industry, we estimate tail risk using the cross-section of hedge fund returns. We show that US hedge funds are exposed to our tail risk and that it helps to explain the cross-sectional dispersion of funds returns. We also compare our index with other tail risk measures in the literature and find that ours seems to better capture both the hedge funds’ exposure to extreme risks and the cross-sectional dynamic of returns. In the second essay, we estimate tail risk using different estimation methods for the Brazilian hedge fund industry. The Brazilian hedge fund data is unique because it contains daily returns of all Brazilian funds, allowing us to compute tail risk measures that rely on daily observations and avoiding well-known biases to hedge fund datasets. Differently from the US, every investment fund in Brazil must report returns (and other relevant information) to the regulatory agency (CVM) daily. The database we use contains the universe of investment funds in Brazil, dead or alive, avoiding selection, survivorship, and instant history biases. We compared six different methodologies across three different estimation approaches and two different returns data (equity and hedge funds). We find that tail risk estimates are very different, not only across asset classes but also across methodologies. We also show that, although hedge funds in Brazil seem to exhibit more exposure to equity tail risk, hedge fund tail risk entails a higher predictive ability to performance both over time and cross-sectionally In the last paper, we show that if the fiscal policy of a fiscally irresponsible member of a monetary union follows a Markov Switching process with two regimes (responsible and irresponsible), the central bank may be able to determine the price level through an active monetary policy. This result contradicts the findings of Woodford (1996) and Bergin (2000). In our case, the only requirement is to the irresponsible regime be short-lived, or an aggressive primary surplus response to debt grow in the responsible (Ricardian) regime. We also show that once the economy has a unique equilibrium, the impact of the unstable fiscal rule is negligible.
publishDate 2019
dc.date.issued.fl_str_mv 2019-12-20
dc.date.accessioned.fl_str_mv 2021-01-18T21:03:32Z
dc.date.available.fl_str_mv 2021-01-18T21:03:32Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
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dc.identifier.uri.fl_str_mv https://hdl.handle.net/10438/30033
url https://hdl.handle.net/10438/30033
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional do FGV (FGV Repositório Digital)
instname:Fundação Getulio Vargas (FGV)
instacron:FGV
instname_str Fundação Getulio Vargas (FGV)
instacron_str FGV
institution FGV
reponame_str Repositório Institucional do FGV (FGV Repositório Digital)
collection Repositório Institucional do FGV (FGV Repositório Digital)
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http://bibliotecadigital.fgv.br:80/dspace/bitstream/10438/30033/1/dissert_joaovalente.pdf
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