Cramer-Rao Bound for the Time-Varying Poisson

Xinhui Rong,Victor Solo

doi:10.1109/icassp43922.2022.9746658

Cramer-Rao Bound for the Time-Varying Poisson

Xinhui Rong, Victor Solo

https://doi.org/10.1109/icassp43922.2022.9746658

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Publication Date: May 23, 2022

Affiliation: UNSW Sydney

#Applications In Neuroscience #Applications In Social Media + Show 8 more

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Abstract

Point processes are finding increasing applications in neuroscience, genomics, and social media. But basic modelling properties are little studied. Here we consider a periodic time-varying Poisson model and develop the asymptotic Cramer-Rao bound. We also develop, for the first time, a maximum likelihood algorithm for parameter estimation.

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