Sparse Inpainting and Isotropy
Abstract
Sparse inpainting techniques are gaining in popularity as a tool for cosmological data analysis, in particular for handling data which present masked regions and missing observations. We investigate here the relationship between sparse inpainting techniques using the spherical harmonic basis as a dictionary and the isotropy properties of cosmological maps, as for instance those arising from cosmic microwave background (CMB) experiments. In particular, we investigate the possibility that inpainted maps may exhibit anisotropies in the behaviour of higher-order angular polyspectra. We provide analytic computations and simulations of inpainted maps for a Gaussian isotropic model of CMB data, suggesting that the resulting angular trispectrum may exhibit small but non-negligible deviations from isotropy.
Cite
@article{arxiv.1308.0602,
title = {Sparse Inpainting and Isotropy},
author = {Stephen M. Feeney and Domenico Marinucci and Jason D. McEwen and Hiranya V. Peiris and Benjamin D. Wandelt and Valentina Cammarota},
journal= {arXiv preprint arXiv:1308.0602},
year = {2014}
}
Comments
18 pages, 6 figures. v3: matches version published in JCAP; formatting changes and single typo correction only. Code available from http://zuserver2.star.ucl.ac.uk/~smf/code.html