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Sample variance and Lyman α forest transmission statistics.

Rollinde, E. and Theuns, Tom and Schaye, J. and Pâris, I. and Petitjean, P. (2013) 'Sample variance and Lyman α forest transmission statistics.', Monthly notices of the Royal Astronomical Society., 428 (1). pp. 540-550.

Abstract

We compare the observed probability distribution function (PDF) of the transmission in the H i Lyman α forest, measured from the Ultraviolet and Visual Echelle Spectrograph (UVES) ‘Large Programme’ sample at redshifts z = [2, 2.5, 3], to results from the gimic cosmological simulations. Our measured values for the mean transmission and its PDF are in good agreement with published results. Errors on statistics measured from high-resolution data are typically estimated using bootstrap or jackknife resampling techniques after splitting the spectra into chunks. We demonstrate that these methods tend to underestimate the sample variance unless the chunk size is much larger than is commonly the case. We therefore estimate the sample variance from the simulations. We conclude that observed and simulated transmission statistics are in good agreement; in particular, we do not require the temperature–density relation to be ‘inverted’.

Item Type:Article
Additional Information:
Keywords:Methods: numerical, Galaxies: intergalactic medium, Cosmology: theory.
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Status:Peer-reviewed
Publisher Web site:http://dx.doi.org/10.1093/mnras/sts057
Publisher statement:This article has been accepted for publication in Monthly notices of the Royal Astronomical Society. ©: 2012 The Authors Published by Oxford University Press on behalf of the Royal Astronomical Society. All rights reserved.
Date accepted:No date available
Date deposited:28 April 2015
Date of first online publication:January 2013
Date first made open access:No date available

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