Large-dimensional portfolio selection in Brazil: an empirical study

  • Autor
  • Arthur de Souza Calza
  • Co-autores
  • Guilherme Valle Moura
  • Resumo
  • This article evaluates how alternative models of large-dimensional conditional covariance translate into the performance of out-of-sample portfolios in the Brazilian stock market. Using daily data from B3 for the period 2000–2024 and a rolling window structure, we estimated conditional covariance matrices and mapped them into weights of minimum and mean-variance portfolio strategies, as well as specifications with turnover and positivity constraints on the weights. Performance was evaluated using annualized return, standard deviation, information ratio and turnover. The results highlight the impact of transaction costs on valuation metrics, reinforcing the importance of strategies that favor a combination of stable covariance between the assets with low portfolio turnover.

  • Palavras-chave
  • Portfolio selection; large covariance matrices; conditional correlation; stochas- tic volatility; transaction costs
  • Modalidade
  • E-pôster
  • Área Temática
  • Econometria Financeira
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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)