Skewing the CMBLSS: a Fast Method for Bispectrum Analysis
arXiv:2202.11724 · doi:10.1088/1475-7516/2022/07/038
Abstract
Upcoming cosmic microwave background (CMB) lensing measurements and tomographic galaxy surveys are expected to provide us with high-precision data sets in the coming years, thus paving the way for fruitful cross-correlation analyses. In this paper we study the information content of the weighted skew-spectrum, a nearly-optimal estimator of the angular bispectrum amplitude, as a means to extract non-Gaussian information on both bias and cosmological parameters from the bispectra of galaxies cross-correlated with CMB lensing, while gaining significantly on speed. Our results show that for the combination of the Planck satellite and the Dark Energy Spectroscopic Instrument (DESI), the difference in the constraints on bias and cosmological parameters from the skew-spectrum and the bispectrum is at most . We further compare and find agreement between our theoretical skew-spectra and those estimated from N-body simulations, for which it is important to include gravitational non-linearities beyond perturbation theory and the post-Born effect for CMB lensing. We define an algorithm to apply the skew-spectrum estimator to the data and, as a preliminary step, we use the skew-spectra to constrain bias parameters and the amplitude of shot noise from the simulations through a Markov chain Monte Carlo likelihood analysis, finding that it may be possible to reach percent-level estimates for the linear bias parameter .
arXiv comment29 pages, 8 figures; v2: matches accepted version in JCAP
References in corpus (57)
- emcee: The MCMC Hammer
- Efficient Computation of CMB anisotropies in closed FRW models
- Weak Gravitational Lensing
- Stable clustering, the halo model and nonlinear cosmological power spectra
- The Simons Observatory: Science goals and forecasts
- The DESI Experiment Part I: Science,Targeting, and Survey Design
- Weak Gravitational Lensing of the CMB
- Massive neutrinos and cosmology
- The Halo Occupation Distribution: Towards an Empirical Determination of the Relation Between Galaxies and Mass
- Large-Scale Galaxy Bias
- Weak Lensing of the CMB: A Harmonic Approach
- Measuring cosmological parameters with galaxy surveys
- Measuring primordial non-gaussianity without cosmic variance
- HMcode-2020: Improved modelling of non-linear cosmological power spectra with baryonic feedback
- Uncorrelated Modes of the Nonlinear Power Spectrum
- Measuring primordial non-Gaussianity in the cosmic microwave background
- The power spectrum and bispectrum of SDSS DR11 BOSS galaxies I: bias and gravity
- Cosmology with massive neutrinos II: on the universality of the halo mass function and bias
- Halo Stochasticity from Exclusion and non-linear Clustering
- Precision measurement of the local bias of dark matter halos
- Cosmology with massive neutrinos I: towards a realistic modeling of the relation between matter, haloes and galaxies
- Primordial Bispectrum Information from CMB Polarization
- Parameter constraints from cross-correlation of CMB lensing with galaxy clustering
- MassiveNuS: Cosmological Massive Neutrino Simulations
- Fast Estimator of Primordial Non-Gaussianity from Temperature and Polarization Anisotropies in the Cosmic Microwave Background
- Impact of post-Born lensing on the CMB
- Galaxy Bias and Primordial Non-Gaussianity
- Cosmology with High-redshift Galaxy Survey: Neutrino Mass and Inflation
- Cosmological constraints from the tomographic cross-correlation of DESI Luminous Red Galaxies and Planck CMB lensing
- An improved fitting formula for the dark matter bispectrum
- Anisotropic Magnification Distortion of the 3D Galaxy Correlation: I. Real Space
- Small Scale Perturbations in a General MDM Cosmology
- Near optimal bispectrum estimators for large-scale structure
- Constraining Gravity at the Largest Scales through CMB Lensing and Galaxy Velocities
- Constraining Neutrino Mass with the Tomographic Weak Lensing Bispectrum
- CMB lensing reconstruction biases in cross-correlation with large-scale structure probes
- Mocking the Weak Lensing universe: the LensTools python computing package
- Detecting Bispectral Acoustic Oscillations from Inflation Using a New Flexible Estimator
- Fitting the nonlinear matter bispectrum by the Halofit approach
- Efficient Evaluation of Cosmological Angular Statistics
- Dark Energy Survey Year 1 Results: tomographic cross-correlations between DES galaxies and CMB lensing from SPT+Planck
- The Effective Field Theory of Large-Scale Structure in the presence of Massive Neutrinos
- Sample variance in weak lensing: how many simulations are required?
- Capturing Non-Gaussianity of the Large-Scale Structure with Weighted Skew-Spectra
- The Impact of Magnification and Size Bias on Weak Lensing Power Spectrum and Peak Statistics
- Squared temperature-temperature power spectrum as a probe of the CMB bispectrum
- The Full-Sky Angular Bispectrum in Redshift Space
- Neutrino Mass from Cosmology: Probing Physics Beyond the Standard Model
- Precise and Accurate Cosmology with CMBxLSS Power Spectra and Bispectra
- What Can We Learn by Combining the Skew Spectrum and the Power Spectrum?
- Towards Neutrino Mass from Cosmology without Optical Depth Information
- Galaxy Skew-Spectra in Redshift-Space
- Cosmological Angular Trispectra and Non-Gaussian Covariance
- Transitioning from Stage-III to Stage-IV: Cosmology from galaxyCMB lensing and shearCMB lensing
- The Physical Origin of Dark Energy Constraints from Rubin Observatory and CMB-S4 Lensing Tomography
- Weak Lensing Skew-Spectrum
- Weak Lensing Trispectrum and Kurt-Spectra
Cited by in corpus (6)
- Going Beyond the Galaxy Power Spectrum: an Analysis of BOSS Data with Wavelet Scattering Transforms
- Precise Cosmological Constraints from BOSS Galaxy Clustering with a Simulation-Based Emulator of the Wavelet Scattering Transform
- Cosmological Information in Skew Spectra of Biased Tracers in Redshift Space
- Cosmology with Persistent Homology: a Fisher Forecast
- Towards unveiling the large-scale nature of gravity with the wavelet scattering transform
- Skew-spectra: a generalization to spin-