etasFLP is an R package which fits an epidemic type aftershock sequence (ETAS) model to an earthquake catalog; non-parametric background seismicity can be estimated through a forward predictive likelihood approach, while parametric components of triggered seismicity are estimated through maximum likelihood; estimation steps are alternated until convergence is obtained and for each event the probability of being a background event is estimated. The package includes options which allow its wide use. Methods for plot, summary and profile are defined for the main output class object. The paper provides examples of the package’s use with description of the underlying R and Fortran routines

Chiodi, M., Adelfio, G. (2017). Mixed Non-Parametric and Parametric Estimation Techniques in R Package etasFLP for Earthquakes’ Description. JOURNAL OF STATISTICAL SOFTWARE, 76(3), 1-29 [10.18637/jss.v076.i03].

Mixed Non-Parametric and Parametric Estimation Techniques in R Package etasFLP for Earthquakes’ Description

CHIODI, Marcello
;
ADELFIO, Giada
2017-01-01

Abstract

etasFLP is an R package which fits an epidemic type aftershock sequence (ETAS) model to an earthquake catalog; non-parametric background seismicity can be estimated through a forward predictive likelihood approach, while parametric components of triggered seismicity are estimated through maximum likelihood; estimation steps are alternated until convergence is obtained and for each event the probability of being a background event is estimated. The package includes options which allow its wide use. Methods for plot, summary and profile are defined for the main output class object. The paper provides examples of the package’s use with description of the underlying R and Fortran routines
2017
Chiodi, M., Adelfio, G. (2017). Mixed Non-Parametric and Parametric Estimation Techniques in R Package etasFLP for Earthquakes’ Description. JOURNAL OF STATISTICAL SOFTWARE, 76(3), 1-29 [10.18637/jss.v076.i03].
File in questo prodotto:
File Dimensione Formato  
JSS-pubblicato.pdf

accesso aperto

Tipologia: Versione Editoriale
Dimensione 1.39 MB
Formato Adobe PDF
1.39 MB Adobe PDF Visualizza/Apri

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/10447/230419
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 13
  • ???jsp.display-item.citation.isi??? 12
social impact