Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed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.

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.

Keywords

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

Subject

Physical Sciences, Astronomy and Astrophysics

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