Gamma kernel intensity estimation in temporal point processes

Risultato della ricerca: Articlepeer review

1 Citazioni (Scopus)

Abstract

In this article, we propose a nonparametric approach for estimating the intensityfunction of temporal point processes based on kernel estimators. In particular,we use asymmetric kernel estimators characterized by the gamma distribution,in order to describe features of observed point patterns adequately. Somecharacteristics of these estimators are analyzed and discussed both throughsimulated results and applications to real data from different seismic catalogs
Lingua originaleEnglish
pagine (da-a)1146-1162
Numero di pagine17
RivistaCOMMUNICATIONS IN STATISTICS. SIMULATION AND COMPUTATION
Volume40
Stato di pubblicazionePublished - 2011

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Modelling and Simulation

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