On the significance of power asymmetries in Planck CMB data at all scales
arXiv:1408.5792 · doi:10.1088/1475-7516/2015/01/008
Abstract
We perform an analysis of the CMB temperature data taken by the Planck satellite investigating if there is any significant deviation from cosmological isotropy. We look for differences in the spectrum between two opposite hemispheres and also for dipolar modulations. We propose a new way to avoid biases due to partial-sky coverage by producing a mask symmetrized in antipodal directions, in addition to the standard smoothing procedure. We also properly take into account both Doppler and aberration effects due to our peculiar velocity and the anisotropy of the noise, since these effects induce a significant hemispherical asymmetry. We are thus able to probe scales all the way to ell = 2000. After such treatment we find no evidence for significant hemispherical anomalies (i.e. deviations are less than 1.5 sigma when summing over all scales). Although among the larger scales there are sometimes higher discrepancies, these are always less than 3 sigma. We also find results on a dipolar modulation of the power spectrum. Along the hemispheres aligned with the most asymmetric direction for 2 <= ell <= 2000 we find a 3.3 sigma discrepancy when comparing to simulations. However, if we do not restrict ourselves to Planck's maximal asymmetry axis, which can only be known a posteriori, and compare Planck data with the modulation of simulations along their respective maximal asymmetry directions, the discrepancy goes down to less than 1 sigma (with, again, almost 3 sigma discrepancies in some low-ell modes). We thus conclude that no significant power asymmetries seem to be present in the full data set. Interestingly, without proper removal of Doppler and aberration effects one would find spurious anomalies at high ell, between 3 sigma and 5 sigma. Even when considering only ell < 600 we find that the boost is non-negligible and alleviates the discrepancy by roughly half-sigma.
arXiv commentv2: new section added with improved unbiased analysis and conclusions changed accordingly; v3: minor changes to match published version
References in corpus (38)
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Preliminary Maps and Basic Results
- Planck 2013 results. I. Overview of products and scientific results
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Data Processing, Sky Maps, and Basic Results
- Bayes in the sky: Bayesian inference and model selection in cosmology
- MASTER of the CMB Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex CMB Data Sets
- Asymmetries in the CMB anisotropy field
- Planck 2013 results. XXIII. Isotropy and statistics of the CMB
- Calibrator Design for the COBE Far Infrared Absolute Spectrophotometer (FIRAS)
- Planck 2018 results. VII. Isotropy and Statistics of the CMB
- Testing the cosmological principle of isotropy: local power spectrum estimates of the WMAP data
- Planck 2013 results. XII. Component separation
- Hemispherical power asymmetry in the three-year Wilkinson Microwave Anisotropy Probe sky maps
- Increasing evidence for hemispherical power asymmetry in the five-year WMAP data
- Planck 2013 results. XXVII. Doppler boosting of the CMB: Eppur si muove
- The Dipole Observed in the COBE DMR Four-Year Data
- Power Asymmetry in Cosmic Microwave Background Fluctuations from Full Sky to Sub-degree Scales: Is the Universe Isotropic?
- Asymmetries in the local curvature of the WMAP data
- Power asymmetry in WMAP and Planck temperature sky maps as measured by a local variance estimator
- CMB Polarization can constrain cosmology better than CMB temperature
- An estimate of the local ISW signal, and its impact on CMB anomalies
- Measuring our peculiar velocity on the CMB with high-multipole off-diagonal correlations
- Anomalous CMB north-south asymmetry
- Planck CMB Anomalies: Astrophysical and Cosmological Secondary Effects and the Curse of Masking
- The small scale power asymmetry in the cosmic microwave background
- Aberration of the Cosmic Microwave Background
- Measuring our Peculiar Velocity by "Pre-deboosting" the CMB
- Directional dependence of LCDM cosmological parameters
- Hemispherical power asymmetries in the WMAP 7-year low-resolution temperature and polarization maps
- First measurement of using supernova magnitudes only
- Removal of two large scale Cosmic Microwave Background anomalies after subtraction of the Integrated Sachs Wolfe effect
- North-South non-Gaussian asymmetry in PLANCK CMB maps
- CMB Aberration and Doppler Effects as a Source of Hemispherical Asymmetries
- Cosmological parameter estimation: impact of CMB aberration
- On Preferred Axes in WMAP Cosmic Microwave Background Data after Subtraction of the Integrated Sachs-Wolfe Effect
- Peculiar Velocity and Deaberration of the Sky
- Effects of a Cut, Lorentz-Boosted sky on the Angular Power Spectrum
- Non-Gaussianity and CMB aberration and Doppler
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- Planck 2015 results. XVI. Isotropy and statistics of the CMB
- Is the Observable Universe Consistent with the Cosmological Principle?
- Homogeneity and isotropy in the 2MASS Photometric Redshift catalogue
- Testing the isotropy of the Universe by using the JLA compilation of type-Ia supernovae
- Explaining Cosmological Anisotropy: Evidence for Causal Horizons from CMB data
- Anisotropy of the Universe via the Pantheon supernovae sample revisited
- Bianchi-V String Cosmological model with Dark Energy Anisotropy
- Microwave Background Correlations from Dipole Anisotropy Modulation
- Covariance of CMB anomalies
- Large-scale anomalies in the cosmic microwave background as signatures of non-Gaussianity
- On the proper kinetic quadrupole CMB removal and the quadrupole anomalies
- Kaniadakis holographic dark energy in Brans-Dicke cosmology
- Testing cosmic anisotropy with Pantheon sample and quasars at high redshifts
- Local analyses of Planck maps with Minkowski Functionals
- CMB Anisotropies from a Gradient Mode
- Scale-dependent non-Gaussianity and the CMB Power Asymmetry
- Dipole Modulation of Cosmic Microwave Background Temperature and Polarization
- Expected dipole asymmetry in CMB polarization
- Direction dependence of cosmological parameters due to cosmic hemispherical asymmetry
- A tomographic test of cosmological principle using the JLA compilation of type Ia supernovae
- Hemispherical Anomaly from Asymmetric Initial States
- Large scale CMB anomalies from thawing cosmic strings
- Litmus Test for Cosmic Hemispherical Asymmetry in the Cosmic Microwave Background B-mode polarization
- A separate universe view of the asymmetric sky
- CMB hemispherical asymmetry from non-linear isocurvature perturbations
- Testing physical models for dipolar asymmetry with CMB polarization
- Testing physical models for dipolar asymmetry: from temperature to k space to lensing
- Isotropy statistics of CMB hot and cold spots
- Finding origins of CMB anomalies in the inflationary quantum fluctuations
- Strongly scale-dependent CMB dipolar asymmetry from super-curvature fluctuations
- Disentangling Doppler modulation, aberration and the temperature dipole in the CMB
- CMB-S4 and the Hemispherical Variance Anomaly
- Hemispherical asymmetry from an isotropy violating stochastic gravitational wave background
- CMB all-scale blackbody distortions induced by linearizing temperature
- Testing the anisotropy of the universe using the simulated gravitational wave events from advanced LIGO and Virgo
- CMB all-scale blackbody distortions induced by linearizing temperature
- Primordial anisotropies from cosmic strings during inflation
- The CMB cold spot under the lens: ruling out a supervoid interpretation
- Influence of Planck foreground masks in the large angular scale quadrant CMB asymmetry
- A Pixel Space Method for Testing Dipole Modulation in the CMB Polarization
- Footprints of Doppler and Aberration Effects in CMB Experiments: Statistical and Cosmological Implications
- Statistical anisotropies in temperature and polarization fluctuations from a scale-dependent trispectrum
- Closing in on the large-scale CMB power asymmetry
- Level correlations of the CMB temperature angular power spectrum
- Detecting anomalies in CMB maps: a new method
- Viable Curvaton Models from the Parameter