A multitaper variant for spectral analysis of latent stationary processes from neuronal spiking data is introduced via auxiliary statistics and MLE, showing bias-variance gains on simulations.
Paninski, Maximum likelihood estimation of cascade point-process neural encoding models, Computat
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Multitaper Spectral Analysis of Neuronal Spiking Activity Driven by Latent Stationary Processes
A multitaper variant for spectral analysis of latent stationary processes from neuronal spiking data is introduced via auxiliary statistics and MLE, showing bias-variance gains on simulations.