Central Banks interventions are frequent in response to exogenous events with direct implications on financial market volatility. In this paper, we introduce the Asymmetric Jump Multiplicative Error Model (AJM), which accounts for a specific jump component of volatility within an intradaily framework. Taking the Federal Reserve (Fed) as a reference, we propose a new model–based classification of monetary announcements based on their impact on the jump component of volatility. Focusing on a short window following each Fed’s communication, we isolate the impact of monetary announcements from any contamination carried by relevant events that may occur within the same announcement day.

Are monetary policy announcements related to volatility jumps? / Gallo, Giampiero M.; Lacava, Demetrio; Otranto, Edoardo. - (2023), pp. 299-304. (Intervento presentato al convegno SIS 2023 - Statistical Learning, Sustanaibility and Impact Evolution tenutosi a Ancona).

Are monetary policy announcements related to volatility jumps?

Edoardo Otranto
2023

Abstract

Central Banks interventions are frequent in response to exogenous events with direct implications on financial market volatility. In this paper, we introduce the Asymmetric Jump Multiplicative Error Model (AJM), which accounts for a specific jump component of volatility within an intradaily framework. Taking the Federal Reserve (Fed) as a reference, we propose a new model–based classification of monetary announcements based on their impact on the jump component of volatility. Focusing on a short window following each Fed’s communication, we isolate the impact of monetary announcements from any contamination carried by relevant events that may occur within the same announcement day.
2023
SIS 2023 - Statistical Learning, Sustanaibility and Impact Evolution
Financial markets; Realized volatility; Significant jumps; Monetary policy announcements; Multiplicative Error Model
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Are monetary policy announcements related to volatility jumps? / Gallo, Giampiero M.; Lacava, Demetrio; Otranto, Edoardo. - (2023), pp. 299-304. (Intervento presentato al convegno SIS 2023 - Statistical Learning, Sustanaibility and Impact Evolution tenutosi a Ancona).
File allegati a questo prodotto
File Dimensione Formato  
short_paper.pdf

solo gestori archivio

Tipologia: Documento in Post-print (versione successiva alla peer review e accettata per la pubblicazione)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 343.31 kB
Formato Adobe PDF
343.31 kB Adobe PDF   Contatta l'autore

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1730845
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact