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Cosmology inference of galaxy clustering at the field level with the EFT likelihood in principle allows for extracting all non-Gaussian information from quasi-linear scales, while robustly marginalizing over any astrophysical uncertainties.…

宇宙学与河外天体物理 · 物理学 2023-10-31 Julia Stadler , Fabian Schmidt , Martin Reinecke

The clustering properties of dark matter halos are a firm prediction of modern theories of structure formation. We use two large volume, high-resolution N-body simulations to study how the correlation function of massive dark matter halos…

天体物理学 · 物理学 2008-11-26 Andrew R. Wetzel , J. D. Cohn , Martin White , Daniel E. Holz , Michael S. Warren

This article discusses the determination of asymmetries. We consider a sample of events consisting of a peak of signal events on top of some background events. Both signal and background have an unknown asymmetry, e.g. a spin or…

数据分析、统计与概率 · 物理学 2009-05-20 Jörg Pretz , Jean-Marc Le Goff

We develop a theoretical framework for describing the hierarchical structure of the phase space of cold dark matter haloes, due to gravitationally bound substructures. Because it includes the full hierarchy of the cold dark matter initial…

宇宙学与河外天体物理 · 物理学 2014-11-20 Niayesh Afshordi , Roya Mohayaee , Edmund Bertschinger

More precise unification predictions require going beyond the lowest order, including 2-loop running of the couplings and a correct treatment of threshold effects. Here we revised two different approaches to deal with light thresholds,…

高能物理 - 唯象学 · 物理学 2007-05-23 M. Bastero-Gil

Halo bias is the main link between the matter distribution and dark matter halos. In its simplest form, halo bias is determined by halo mass, but there are known additional dependencies on other halo properties which are of consequence for…

The skewness of the large scale distribution of matter has long been known to be a probe of gravitational clustering. Here we show that the skewness is also a probe of violation of the equivalence principle between dark matter and baryons.…

天体物理学 · 物理学 2009-11-10 Luca Amendola , Claudia Quercellini

Models of galaxy and halo clustering commonly assume that the tracers can be treated as a continuous field locally biased with respect to the underlying mass distribution. In the peak model pioneered by BBKS, one considers instead density…

宇宙学与河外天体物理 · 物理学 2010-12-23 Vincent Desjacques , Martin Crocce , Roman Scoccimarro , Ravi K. Sheth

Kernel methods are popular in clustering due to their generality and discriminating power. However, we show that many kernel clustering criteria have density biases theoretically explaining some practically significant artifacts empirically…

机器学习 · 统计学 2017-12-11 Dmitrii Marin , Meng Tang , Ismail Ben Ayed , Yuri Boykov

We have investigated a recently proposed halo-based model, Camelus, for predicting weak-lensing peak counts, and compared its results over a collection of 162 cosmologies with those from N-body simulations. While counts from both models…

宇宙学与河外天体物理 · 物理学 2016-11-03 José Manuel Zorrilla Matilla , Zoltán Haiman , Daniel Hsu , Arushi Gupta , Andrea Petri

We provide a simple formula that accurately approximates the first crossing distribution of barriers having a wide variety of shapes, by random walks with a wide range of correlations between steps. Special cases of it are useful for…

宇宙学与河外天体物理 · 物理学 2013-01-25 Marcello Musso , Ravi K. Sheth

It has long been known how to analytically relate the clustering properties of the collapsed structures (halos) to those of the underlying dark matter distribution for Gaussian initial conditions. Here we apply the same approach to…

天体物理学 · 物理学 2010-11-11 Sabino Matarrese , Licia Verde

Halo bias is typically treated as a set of coefficients in a perturbative expansion. We show instead that every point in a Gaussian density field has a well-defined scale-independent Lagrangian bias, thereby defining a bias field. This…

宇宙学与河外天体物理 · 物理学 2026-04-02 Arka Banerjee

In this article we compare the halo mass function predicted by the excursion set theory with a drifting diffusive barrier against the results of N-body simulations for several cosmological models. This includes the standard LCDM case for a…

宇宙学与河外天体物理 · 物理学 2015-06-18 I. Achitouv , C. Wagner , J. Weller , Y. Rasera

Our heuristic understanding of the abundance of dark matter halos centers around the concept of a density threshold, or "barrier", for gravitational collapse. If one adopts the ansatz that regions of the linearly evolved density field…

天体物理学 · 物理学 2011-02-11 Brant Robertson , Andrey Kravtsov , Jeremy Tinker , Andrew Zentner

Most of the upcoming cosmological information will come from analyzing the clustering of the Large Scale Structures (LSS) of the universe through LSS or CMB observations. It is therefore essential to be able to understand their behavior…

宇宙学与河外天体物理 · 物理学 2020-01-15 Tomohiro Fujita , Valentin Mauerhofer , Leonardo Senatore , Zvonimir Vlah , Raul Angulo

In order to extract full cosmological information from next-generation large and high-precision weak lensing (WL) surveys (e.g. Euclid, Roman, LSST), higher-order statistics that probe the small-scale, non-linear regime of large scale…

宇宙学与河外天体物理 · 物理学 2022-03-01 Alina Sabyr , Zoltán Haiman , José Manuel Zorrilla Matilla , Tianhuan Lu

This paper develops detailed mathematical statistical theory of a new class of cross-validation techniques of local linear kernel hazards and their multiplicative bias corrections. The new class of cross-validation combines principles of…

统计方法学 · 统计学 2017-10-17 Maria Luz Gamiz , Maria Dolores Martinez-Miranda , Jens Perch Nielsen

Comparisons of the coverage of current and proposed dark matter searches can help us to understand the context in which a discovery of particle dark matter would be made. In some scenarios, a discovery could be reinforced by information…

We present precise measurements of the assembly bias of dark matter halos, i.e. the dependence of halo bias on other properties than the mass, using curved "separate universe" N-body simulations which effectively incorporate an…

宇宙学与河外天体物理 · 物理学 2017-04-05 Titouan Lazeyras , Marcello Musso , Fabian Schmidt