Spectral Risk Factors and the Limits of Spanability

  • Autor
  • Daniel Batista
  • Resumo
  • Standard asset-pricing factors are usually treated as single return series, yet the risks they summarize need not be homogeneous across horizons. I decompose the market, momentum, and value factors into orthogonal spectral components using a downsampled Haar discrete wavelet transform and estimate sparse mimicking portfolios for each band with elastic net and band-specific complexity controls. The results reveal clear heterogeneity across factors. Market risk is broadly distributed across horizons and remains economically trackable even at longer horizons. Momentum is largely a short-horizon object: tracking is strongest at high frequencies and spanability deteriorates quickly as the horizon lengthens. Value looks different from both, with more informative variation shifting toward medium and lower frequencies, but with weaker and less even traded representation. The clearest boundary case is HML D5, roughly 32--64 trading days, for which the full-sample procedure does not recover a stable mimicking portfolio.

     
  • Palavras-chave
  • pectral decomposition, wavelet transform, multi-horizon risk, spanability, mimicking portfolios, elastic net, frequency-domain asset pricing
  • Modalidade
  • Comunicação oral
  • 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)