The invariant joint distribution of a stationary random field and its derivatives: Euler characteristic and critical point counts in 2 and 3D

Astronomy and Astrophysics – Astrophysics – Cosmology and Extragalactic Astrophysics

Scientific paper

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4 pages, 2 figures. Corrected expansion coefficients for orders n>=5. Relation between Gram-Charlier and Edgeworth expansions

Scientific paper

10.1103/PhysRevD.80.081301

The full moments expansion of the joint probability distribution of an
isotropic random field, its gradient and invariants of the Hessian is presented
in 2 and 3D. It allows for explicit expression for the Euler characteristic in
ND and computation of extrema counts as functions of the excursion set
threshold and the spectral parameter, as illustrated on model examples.

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