We consider a model in the literature for the neuronal activity with response latency. We present large deviation results for two sequences of estimators of some unknown parameters. We also present a large deviation result for the posterior distributions in the Bayesian setting.

Macci, C., Pacchiarotti, B. (2017). Large deviations for estimators of the parameters of a neuronal response latency model. STATISTICS & PROBABILITY LETTERS, 126, 65-75 [10.1016/j.spl.2017.02.026].

Large deviations for estimators of the parameters of a neuronal response latency model

MACCI, CLAUDIO;PACCHIAROTTI, BARBARA
2017-01-01

Abstract

We consider a model in the literature for the neuronal activity with response latency. We present large deviation results for two sequences of estimators of some unknown parameters. We also present a large deviation result for the posterior distributions in the Bayesian setting.
2017
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore MAT/06 - PROBABILITA' E STATISTICA MATEMATICA
English
Contraction principle; Curved exponential model; Maximum likelihood estimator; Relative entropy;
Macci, C., Pacchiarotti, B. (2017). Large deviations for estimators of the parameters of a neuronal response latency model. STATISTICS & PROBABILITY LETTERS, 126, 65-75 [10.1016/j.spl.2017.02.026].
Macci, C; Pacchiarotti, B
Articolo su rivista
File in questo prodotto:
File Dimensione Formato  
2017MacciPacchiarottiSPL.pdf

solo utenti autorizzati

Tipologia: Versione Editoriale (PDF)
Licenza: Copyright dell'editore
Dimensione 436.85 kB
Formato Adobe PDF
436.85 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

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/2108/176462
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 1
  • ???jsp.display-item.citation.isi??? 1
social impact