Ensemble X-ray variability of Active Galactic Nuclei from serendipitous source catalogues

TL;DR

This study analyzes the ensemble X-ray variability of AGNs across a wide luminosity and redshift range using the structure function, revealing a power-law behavior, anti-correlation with luminosity, and potential redshift evolution.

Contribution

It introduces an ensemble analysis of AGN X-ray variability using the structure function, applicable to large samples with limited observations, and provides new constraints on variability models.

Findings

SF follows a power-law with tau^0.1

No evidence of SF break at high luminosity

Variability anti-correlates with X-ray luminosity

Abstract

The X-ray variability of the Active Galactic Nuclei (AGN) has been most often investigated with studies of individual, nearby, sources, and only a few ensemble analyses have been applied to large samples in wide ranges of luminosity and redshift. We want to determine the ensemble variability properties of two serendipitously selected AGN samples extracted from the catalogues of XMM-Newton and Swift, with redshift between ~0.2 and ~4.5, and X-ray luminosities, in the 0.5-4.5 keV band, between ~10^43 erg/s and ~10^46 erg/s. We use the structure function (SF), which operates in the time domain, and allows for an ensemble analysis even when only a few observations are available for individual sources and the power spectral density (PSD) cannot be derived. SF is also more appropriate than fractional variability and excess variance, because such parameters are biased by the duration of the monitoring time interval in the rest-frame, and thus by cosmological time dilation. We find statistically consistent results for the two samples, with the SF described by a power law of the time lag, approximately as SF \propto tau^0.1. We do not find evidence of the break in the SF, at variance with the case of lower luminosity AGNs. We confirm a strong anti-correlation of the variability with X-ray luminosity, accompanied by a change of the slope of the SF. We find evidence in support of a weak, intrinsic, average increase of X-ray variability with redshift. The change of amplitude and slope of the SF with X-ray luminosity provides new constraints on both single oscillator models and multiple subunits models of variability.