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

Paulo Reimberg (1) , Francis Bernardeau (1, 2)

1 IAP - Institut d'Astrophysique de Paris
2 IPHT - Institut de Physique Théorique - UMR CNRS 3681

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 ($M_{ap}$), 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 $M_{ap}$ statistical properties. In particular, we derive the corrective term for the skewness of the $M_{ap}$ and reconstruct its one-point PDF.

Domaines: Astrophysique [astro-ph]

Paulo Reimberg, Francis Bernardeau. Large deviation principle at work: Computation of the statistical properties of the exact one-point aperture mass. Physical Review D, 2018, 97 (2), pp.023524. ⟨10.1103/PhysRevD.97.023524⟩. ⟨hal-01703564⟩