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2014 Analysis of spike train data: A multivariate mixed effects model for phase and amplitude
Pantelis Z. Hadjipantelis, John A. D. Aston, Hans-Georg Müller, John Moriarty
Electron. J. Statist. 8(2): 1797-1807 (2014). DOI: 10.1214/14-EJS865E

Abstract

This discussion of the spike train data applies the approach of Hadjipantelis et al. developed for Linguistic data to jointly model both the phase and amplitude functions via a mixed effects model. The approach shows that care needs to be taken when assessing amplitude and phase functions, particularly if separate analysis is undertaken, as there can be high levels of correlation between the warping and amplitude component functions.

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Pantelis Z. Hadjipantelis. John A. D. Aston. Hans-Georg Müller. John Moriarty. "Analysis of spike train data: A multivariate mixed effects model for phase and amplitude." Electron. J. Statist. 8 (2) 1797 - 1807, 2014. https://doi.org/10.1214/14-EJS865E

Information

Published: 2014
First available in Project Euclid: 29 October 2014

zbMATH: 1305.62015
MathSciNet: MR3273597
Digital Object Identifier: 10.1214/14-EJS865E

Rights: Copyright © 2014 The Institute of Mathematical Statistics and the Bernoulli Society

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Vol.8 • No. 2 • 2014
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