Skew-spectra: a generalization to spin-
arXiv:2511.22596 · doi:10.1103/25j2-lqsy
Abstract
Skew-spectra allow us to extract non-Gaussian information by taking the square of a map and finding the power spectrum of this new map with the original map. This allows us to use much of the infrastructure of power spectra and avoid the intricacies of estimating three point statistics. In this paper we present the first extension of skew-spectra to arbitrary spin- fields, as a means to extract non-Gaussian information efficiently from cosmological data sets like cosmic shear or CMB polarization. We apply the formalism to weak lensing in the context of large scale structure, and discuss different ways of combining fields to build skew-spectra, all while avoiding the problems associated with mass-mapping. We provide plots of these new statistics for CDM and vary cosmological parameters.
16 pages, 4 figures
References in corpus (99)
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- Stable clustering, the halo model and nonlinear cosmological power spectra
- Halo Models of Large Scale Structure
- Large-Scale Structure of the Universe and Cosmological Perturbation Theory
- Large-Scale Galaxy Bias
- MASTER of the CMB Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex CMB Data Sets
- The 2dF Galaxy Redshift Survey: The bias of galaxies and the density of the Universe
- Primordial Non-Gaussianities from Inflation Models
- DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints
- Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument
- Weak Lensing of the CMB: A Harmonic Approach
- Extended Limber Approximation
- A unified pseudo- framework
- Weak lensing for precision cosmology
- Cosmological parameters from lensing power spectrum and bispectrum tomography
- Core Cosmology Library: Precision Cosmological Predictions for LSST
- Massive Lossless Data Compression and Multiple Parameter Estimation from Galaxy Spectra
- Analysis of Systematic Effects and Statistical Uncertainties in Angular Clustering of Galaxies from Early SDSS Data
- Cosmology and the Bispectrum
- The Angular Trispectrum of the CMB
- The power spectrum and bispectrum of SDSS DR11 BOSS galaxies I: bias and gravity
- Fast likelihood-free cosmology with neural density estimators and active learning
- Ameliorating Systematic Uncertainties in the Angular Clustering of Galaxies: A Study using SDSS-III
- The BACCO Simulation Project: Exploiting the full power of large-scale structure for cosmology
- Primordial non-Gaussianity and Bispectrum Measurements in the Cosmic Microwave Background and Large-Scale Structure
- Large-scale bias in the Universe: bispectrum method
- Cosmology with the shear-peak statistics
- The Bispectrum of IRAS Galaxies
- Euclid preparation: IX. EuclidEmulator2 -- Power spectrum emulation with massive neutrinos and self-consistent dark energy perturbations
- Massive optimal data compression and density estimation for scalable, likelihood-free inference in cosmology
- How to measure CMB polarization power spectra without losing information
- Precision calculations of the cosmic shear power spectrum projection
- Constraining with the Bispectrum I: Breaking Parameter Degeneracies
- Detection of Baryon Acoustic Oscillation Features in the Large-Scale 3-Point Correlation Function of SDSS BOSS DR12 CMASS Galaxies
- Constraints on Galaxy Bias, Matter Density, and Primordial Non--Gausianity from the PSCz Galaxy Redshift Survey
- Probing Cosmology with Weak Lensing Minkowski Functionals
- Probing Parity-Violation with the Four-Point Correlation Function of BOSS Galaxies
- Towards an Optimal Estimation of Cosmological Parameters with the Wavelet Scattering Transform
- Automatic physical inference with information maximising neural networks
- Position-dependent power spectrum of the large-scale structure: a novel method to measure the squeezed-limit bispectrum
- Nearest Neighbor distributions: new statistical measures for cosmological clustering
- Information content of the non-linear matter power spectrum
- Emulating the CFHTLenS Weak Lensing data: Cosmological Constraints from moments and Minkowski functionals
- A complete FFT-based decomposition formalism for the redshift-space bispectrum
- Weighing the Cosmological Energy Contents with Weak Gravitational Lensing
- Full-sky lensing shear at second order
- Bispectrum and Nonlinear Biasing of Galaxies: Perturbation Analysis, Numerical Simulation and SDSS Galaxy Clustering
- Measurement of Parity-Odd Modes in the Large-Scale 4-Point Correlation Function of SDSS BOSS DR12 CMASS and LOWZ Galaxies
- Primordial Non-Gaussianity in the Cosmic Microwave Background
- Near optimal bispectrum estimators for large-scale structure
- Constraining neutrino mass with tomographic weak lensing one-point probability distribution function and power spectrum
- The power spectrum and bispectrum of SDSS DR11 BOSS galaxies II: cosmological interpretation
- The effect of Limber and flat-sky approximations on galaxy weak lensing
- The cosmology dependence of weak lensing cluster counts
- Reduced Shear Power Spectrum
- Nuw CDM cosmology from the weak lensing convergence PDF
- Calibration errors unleashed: effects on cosmological parameters and requirements for large-scale structure surveys
- The Odd-Parity CMB Bispectrum
- Massive data compression for parameter-dependent covariance matrices
- Constraining Neutrino Mass with the Tomographic Weak Lensing Bispectrum
- Information content in the halo-model dark-matter power spectrum
- Colliding Ghosts: Constraining Inflation with the Parity-Odd Galaxy Four-Point Function
- The Weak Lensing Bispectrum
- Biased Dark Energy Constraints from Neglecting Reduced Shear in Weak Lensing Surveys
- Fitting the nonlinear matter bispectrum by the Halofit approach
- Response function of the large-scale structure of the universe to the small scale inhomogeneities
- Capturing Non-Gaussianity of the Large-Scale Structure with Weighted Skew-Spectra
- Game of cones: A nulling strategy for modelling lensing convergence in cones with large deviation theory
- Towards optimal cosmological parameter recovery from compressed bispectrum statistics
- Squared temperature-temperature power spectrum as a probe of the CMB bispectrum
- Cosmic shear bispectrum from second-order perturbations in General Relativity
- Going deep with Minkowski functionals of convergence maps
- Accurate Analytic Model for the Weak Lensing Convergence One-Point Probability Distribution Function and its Auto-Covariance
- The Covariance of Squeezed Bispectrum Configurations
- The impact of halo shapes on the bispectrum in cosmology
- General parity-odd CMB bispectrum estimation
- Towards a self-consistent analysis of the anisotropic galaxy two- and three-point correlation functions on large scales: application to mock galaxy catalogues
- Cosmology from weak lensing peaks and minima with Subaru Hyper Suprime-Cam survey first-year data
- The squeezed matter bispectrum covariance with responses
- Precise and Accurate Cosmology with CMBxLSS Power Spectra and Bispectra
- Cosmological Information in Skew Spectra of Biased Tracers in Redshift Space
- Mask Effects on Cosmological Studies with Weak Lensing Peak Statistics
- Starlet l1-norm for weak lensing cosmology
- The Weak Lensing Bispectrum Induced By Gravity
- Weak lensing mass reconstruction using sparsity and a Gaussian random field
- Extreme data compression for the CMB
- Higher order statistics of shear field: a machine learning approach
- Data Compression and Inference in Cosmology with Self-Supervised Machine Learning
- Effect of Mask Regions on Weak Lensing Statistics
- The Odd-Parity Galaxy Bispectrum
- syren-new: Precise formulae for the linear and nonlinear matter power spectra with massive neutrinos and dynamical dark energy
- Cosmological constraints using Minkowski functionals from the first year data of the Hyper Suprime-Cam
- Testing the equivalence principle on cosmological scales using the odd multipoles of galaxy cross-power spectrum and bispectrum
- Skewing the CMBLSS: a Fast Method for Bispectrum Analysis
- Unleashing cosmic shear information with the tomographic weak lensing PDF
- Stage IV baryonic feedback correction for non-Gaussianity inference
- Constraining using the Large-Scale Modulation of Small-Scale Statistics
- Impact of weak-lensing mass-mapping algorithms on cosmology inference
- A Short Introduction to Cosmology and its Current Status