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

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.
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
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/176462
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