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When is cross impact relevant?

  • Quant AI lab
  • Laboratoire d'Hydrodynamique de l'Ecole Polytechnique
  • Capital Fund Management
  • Université Paris-Saclay

Research output: Contribution to journalArticlepeer-review

Abstract

Trading pressure from one asset can move the price of another, a phenomenon referred to as cross impact. Using tick-by-tick data spanning 5 years for 500 assets listed in the United States, we identify the features that make cross-impact relevant to explain the variance of price returns. We show that price formation occurs endogenously within highly liquid assets. Then, trades in these assets influence the prices of less liquid correlated products, with an impact velocity constrained by their minimum trading frequency. We investigate the implications of such multidimensional price formation mechanism on interest rate markets. We find that the 10-year bond future serves as the primary liquidity reservoir, influencing the prices of cash bonds and futures contracts within the interest rate curve. Such behaviour challenges the validity of the theory in Financial Economics that regards long-term rates as agents anticipations of future short term rates.

Original languageEnglish
Pages (from-to)265-279
Number of pages15
JournalQuantitative Finance
Volume24
Issue number2
DOIs
Publication statusPublished - 1 Jan 2024

Keywords

  • Correlations
  • Cross impact
  • Interest rate
  • Liquidity
  • Price formation
  • Price impact
  • Timescales

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