Upside risk and return timing in Bitcoin

  • Autor
  • Daniel Batista
  • Co-autores
  • Marcelo Fernandes
  • Resumo
  • This paper studies the benefits of distinguishing between upside and downside volatility when timing returns in Bitcoin. Standard volatility management implicitly treats volatility spikes as signals of adverse states, thereby reducing exposure when realized volatility increases. In Bitcoin, however, volatility spikes are frequently driven by positive price movements and, as such, often indicate positive returns in the next period. We show that semivolatility timing rules that not only control for downside risk but also exploit upside risk yield substantially stronger risk-adjusted performance than both buy-and-hold and volatility-managed strategies. Neither unusually persistent volatility nor standard linear return predictability explain our findings. Instead, we document that Bitcoin exhibits an asymmetric volatility structure in which high upside-driven volatility states are disproportionately associated with positive subsequent returns.

  • Palavras-chave
  • Bitcoin returns, semivolatility timing, upside volatility, downside risk, asymmetric volatility, return timing, crypto assets, nonlinear predictability
  • Modalidade
  • Comunicação oral
  • Área Temática
  • Apreçamento de Ativos
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  • Apreçamento de Ativos
  • Finanças Corporativas e Bancárias
  • Econometria Financeira
  • Engenharia Financeira
  • Macrofinanças
  • Econometria Financeira

Comissão Organizadora

  • Anderson Odias da Silva
  • Rafael Schiozer
  • Marcelo Fernandes
     

Comissão Científica

  • Alan De Genaro (FGV EAESP)
  • Allisson Martins (Universidade de Fortaleza)
  • Amanda Miranda Fantinatti (FEA-USP)
  • André de Castro Silva (Nova SBE)
  • Benjamin Miranda Tabak (FGV EPPGE)
  • Bernardo Ricca (Insper)
  • Bruno Cara Giovannetti (FGV EESP)
  • Caio Almeida (Princeton)
  • Claudia Yoshinaga (FGV EAESP)
  • Cristina Scherrer (LSE)
  • Danilo Cascaldi-Garcia (FED)
  • Eduardo Flores (FEA-USP)
  • Eduardo Horta (UFRGS)
  • Eduardo Kazuo Kayo (FEA-USP)
  • Emerson Fernandes Marçal (FGV EESP)
  • Fernando Chague (FGV EESP)
  • Flavio Augusto Ziegelmann (UFRGS)
  • Gustavo Freire (Nova SBE)
  • Gustavo Silva Araujo (BCB)
  • Henrique Castro (FGV EESP)
  • Henrique Castro Martins (FGV EAESP)
  • Jaime de Jesus Filho (FGV)
  • Jose Renato Haas Ornelas (BCB)
  • João F. Caldeira (UFSC)
  • Jéfferson Augusto Colombo (FGV EESP)
  • Klenio Barbosa (SKEMA)
  • Layla Mendes (FGV EBAPE)
  • Leandro dos Santos Maciel (FEA-USP)
  • Lucas Ayres Barreira de Campos Barros (FEA-USP)
  • Marcelo Brutti Righi (UFRGS)
  • Marcelo Fernandes (FGV EESP)
  • Marcelo Klötzle (PUC-Rio)
  • Mariana Oreng (ESPM)
  • Márcio Poletti Laurini (FEA-RP/USP)
  • Naielly Marques (PUC-Rio)
  • Paulo Renato Soares Terra (FGV EAESP)
  • Paulo Rogério Faustino de Matos (UFC)
  • Pedro A. C. Saffi (CUNEF)
  • Rafael Felipe Schiozer (FGV EAESP)
  • Rafael Matta (SKEMA)
  • Raquel de Freitas Oliveira (BCB)
  • Raul Riva (FGV EPGE)
  • Roberto Bomgiovani Cazzari (FEA-USP)
  • Rodrigo De Losso da Silveira Bueno (FEA-USP)
  • Rodrigo Leite (COPPEAD/UFRJ)
  • Ruy Monteiro Ribeiro (Insper)
  • Vinicius Augusto Brunassi Silva (FGV EESP)
  • Wilson Toshiro Nakamura (Mackenzie)
  • Yuri Fahham Saporito (FGV EMAp)