Preprint Article Version 1 This version is not peer-reviewed

Gaussian Processes for Blazar Variability Studies

Version 1 : Received: 28 February 2017 / Approved: 1 March 2017 / Online: 1 March 2017 (12:56:13 CET)

A peer-reviewed article of this Preprint also exists.

Karamanavis, V. Gaussian Processes for Blazar Variability Studies. Galaxies 2017, 5, 19. Karamanavis, V. Gaussian Processes for Blazar Variability Studies. Galaxies 2017, 5, 19.

Journal reference: Galaxies 2017, 5, 19
DOI: 10.3390/galaxies5010019

Abstract

This article shortly introduces Gaussian processes as a new approach for modelling time series in the field of blazar physics. In the second part of the paper, recent results from an application of GP modelling to the multi-wavelength light curves of the blazar PKS 1502+106 are discussed.

Subject Areas

active galaxies; blazars; jets; radio continuum; gamma-rays; time-series analysis; Bayesian modelling; Gaussian processes

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