arXiv · 1511.07799
Rapid modelling of the redshift-space power spectrum multipoles for a masked density field
Abstract
In this work we reformulate the forward modelling of the redshift-space power spectrum multipole moments for a masked density field, as encountered in galaxy redshift surveys. Exploiting the symmetries of the redshift-space correlation function, we provide a masked-field generalisation of the Hankel transform relation between the multipole moments in real and Fourier space. Using this result, we detail how a likelihood analysis requiring computation for a broad range of desired $P(k)$ models may be executed $10^3-10^4$ times faster than with other common approaches, together with significant gains in spectral resolution. We present a concrete application to the complex angular geometry of the VIPERS PDR-1 release and discuss the validity of this technique for finite-angle surveys.
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Michael J. Wilson, John A. Peacock, Andy N. Taylor, Sylvain de la Torre. 2016-09-09. Rapid modelling of the redshift-space power spectrum multipoles for a masked density field. https://doi.org/10.1093/mnras%2Fstw2576
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