Clustering properties of the CatWISE2020 quasar catalogue and their impact on the cosmic dipole anomaly
arXiv:2510.23769 · doi:10.1093/mnras/stag201
Abstract
The cosmic dipole anomaly -- the observation of a significant mismatch between the dipole observed in the matter distribution and that expected given the kinematic interpretation of the cosmic microwave background dipole -- poses a serious challenge to the Cosmological Principle upon which the standard model of cosmology rests. Measurements of the dipole () in a given sample crucially depend on having control over other large-scale power () so as to avoid biases, in particular those potentially caused by correlations among multipoles during fitting, and those by local source clustering. Currently, the most powerful catalogue that exhibits the cosmic dipole anomaly is the sample of 1.6~million mid-infrared quasars derived from CatWISE2020. We therefore analyse clustering properties of this catalogue by performing an inference analysis of large-scale multipoles in real space, and by computing its angular power spectrum on small scales to test for convergence with CDM. After accounting for the known trend of the quasar number counts with ecliptic latitude, we find that any other large-scale power is consistent with noise, find no evidence for the presence of an octupole () in the data, and quantify the clustering dipole's proportion to be marginal. Our results therefore reaffirm the anomalously high dipole in the distribution of quasars.
arXiv commentv2: matches manuscript accepted by MNRAS
References in corpus (55)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
- Planck 2018 results. I. Overview and the cosmological legacy of Planck
- SUMSS: A Wide-Field Radio Imaging Survey of the Southern Sky. II. The Source Catalogue
- MASTER of the CMB Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex CMB Data Sets
- Euclid. I. Overview of the Euclid mission
- The linear power spectrum of observed source number counts
- Host galaxies, clustering, Eddington ratios, and evolution of radio, X-ray, and infrared-selected AGNs
- The LOFAR Two-metre Sky Survey -- V. Second data release
- A unified pseudo- framework
- CMB Anomalies after Planck
- HMcode-2020: Improved modelling of non-linear cosmological power spectra with baryonic feedback
- The CatWISE2020 Catalog
- Multipole Vectors--a new representation of the CMB sky and evidence for statistical anisotropy or non-Gaussianity at 2<=l<=8
- Core Cosmology Library: Precision Cosmological Predictions for LSST
- A Test of the Cosmological Principle with Quasars
- Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro
- Planck 2013 results. XXVII. Doppler boosting of the CMB: Eppur si muove
- Modelling Baryon Acoustic Oscillations with Perturbation Theory and Stochastic Halo Biasing
- Cosmic radio dipole from NVSS and WENSS
- Detection of the velocity dipole in the radio galaxies of the NRAO VLA Sky Survey
- Large peculiar motion of the solar system from the dipole anisotropy in sky brightness due to distant radio sources
- A Challenge to the Standard Cosmological Model
- Dipoles in the Sky
- High redshift radio galaxies and divergence from the CMB dipole
- Peculiar velocity effects in high-resolution microwave background experiments
- Constraints on cosmic hemispherical power anomalies from quasars
- Anticipated Performance of the Square Kilometre Array -- Phase 1 (SKA1)
- Measurement of the angular correlation function of radio galaxies from the NRAO VLA Sky Survey
- Quaia, the Gaia-unWISE Quasar Catalog: An All-Sky Spectroscopic Quasar Sample
- The angular power spectrum of NVSS radio galaxies
- Tomographic measurement of the intergalactic gas pressure through galaxy-tSZ cross-correlations
- Disconnected pseudo- covariances for projected large-scale structure data
- Testing the Cosmological Principle with CatWISE Quasars: A Bayesian Analysis of the Number-Count Dipole
- Searching for Large Scale Structure in Deep Radio Surveys
- The cosmic radio dipole: Bayesian estimators on new and old radio surveys
- One- and Two-point Source Statistics from the LOFAR Two-metre Sky Survey First Data Release
- The expected kinematic matter dipole is robust against source evolution
- Colloquium: The Cosmic Dipole Anomaly
- Catalog-based pseudo-s
- Reassessment of the dipole in the distribution of quasars on the sky
- The kinematic contribution to the cosmic number count dipole
- Measurement of the power spectrum turnover scale from the cross-correlation between CMB lensing and Quaia
- Euclid preparation. LIX. Angular power spectra from discrete observations
- Overdispersed radio source counts and excess radio dipole detection
- Forty years of the Ellis-Baldwin test
- No evidence for anisotropy in galaxy spin directions
- Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
- Constraints on primordial non-Gaussianity from Quaia
- Shot noise in clustering power spectra
- Euclid preparation. LXXXIX. Accurate and precise data-driven angular power spectrum covariances