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Large deviation principle at work: Computation of the statistical properties of the exact one-point aperture mass

  • Institut d’Astrophysique de Paris

Research output: Contribution to journalArticlepeer-review

Abstract

We present a formalism based on the large deviation principle (LDP) applied to cosmological density fields, and more specifically to the arbitrary functional of density profiles, and we apply it to the derivation of the cumulant generating function and one-point probability distribution function (PDF) of the aperture mass (Map), a common observable for cosmic shear observations. We show that the LDP can indeed be used in practice for a much larger family of observables than previously envisioned, such as those built from continuous and nonlinear functionals of density profiles. Taking advantage of this formalism, we can extend previous results, which were based on crude definitions of the aperture mass, with top-hat windows and the use of the reduced shear approximation (replacing the reduced shear with the shear itself). We were precisely able to quantify how this latter approximation affects the Map statistical properties. In particular, we derive the corrective term for the skewness of the Map and reconstruct its one-point PDF.

Original languageEnglish
Article number023524
JournalPhysical Review D
Volume97
Issue number2
DOIs
Publication statusPublished - 25 Jan 2018

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