INCREASING EVIDENCE FOR HEMISPHERICAL POWER ASYMMETRY IN THE FIVE-YEAR WMAP DATA
By J. Hoftuft, H. Eriksen, A. Banday, K. G'orski, F. Hansen, P. Lilje. 2009
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Motivated by the recent results of Hansen et al. concerning a noticeable hemispherical power asymmetry in the Wilkinson Microwave Anisotropy Probe (WMAP) data on small angular scales, we revisit the dipole-modulated signal model introduced by Gordon et al.. This model assumes that the true cosmic microwave background signal consists of a Gaussian isotropic random field modulated by a dipole, and is characterized by an overall modulation amplitude, A, and a preferred direction, . Previous analyses of this model have been restricted to very low resolution (i.e., 3.°6 pixels, a smoothing scale of 9° FWHM, and ℓ ≲ 40) due to computational cost. In this paper, we double the angular resolution (i.e., 1.°8 pixels and 4.°5 FWHM smoothing scale), and compute the full corresponding posterior distribution for the five-year WMAP data. The results from our analysis are the following: the best-fit modulation amplitude for ℓ ⩽ 64 and the ILC data with the WMAP KQ85 sky cut is A = 0.072 ± 0.022, nonzero at 3.3σ, and the preferred direction points toward Galactic coordinates (l, b) = (224°, − 22°) ± 24°. The corresponding results for ℓ ≲ 40 from earlier analyses were A = 0.11 ± 0.04 and (l, b) = (225°, − 27°). The statistical significance of a nonzero amplitude thus increases from 2.8σ to 3.3σ when increasing ℓmax from 40 to 64, and all results are consistent to within 1σ. Similarly, the Bayesian log-evidence difference with respect to the isotropic model increases from Δln E = 1.8 to Δln E = 2.6, ranking as “strong evidence” on the Jeffreys' scale. The raw best-fit log-likelihood difference increases from to . Similar, and often slightly stronger, results are found for other data combinations. Thus, we find that the evidence for a dipole power distribution in the WMAP data increases with ℓ in the five-year WMAP data set, in agreement with the reports of Hansen et al.
Subfields: Applied Mathematics, Astronomy and Astrophysics
View Paper: https://www.semanticscholar.org/paper/e79f1931f26a6f968740246c023e147df73054f1
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Citations in the corpus
- Small scale problems of the $\Lambda$CDM model: a short review (2016, methodology): “s. This is shown in Fig.14. Both the left, and right panels display RCs with Vmax < 24km/s while simulations have much larger values. Rotation curves obtained from NFW-shaped subhaloes with Vmax = (12,18,24,40)km/s, with a 1 s scatter, taken from Aquarius simulations, present the simulation side ”
- POWER ASYMMETRY IN WMAP AND PLANCK TEMPERATURE SKY MAPS AS MEASURED BY A LOCAL VARIANCE ESTIMATOR (2014, background): “However, given that the 9 year WMAP sky maps are virtually indistinguishable from the 5 year sky maps on angular scales larger than 5◦ relative to cosmic variance, we expect the dipole modulation results to be very close to those reported by Hoftuft et al. (2009) for the 5 year WMAP data.”
- SEVEN-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE (WMAP ) OBSERVATIONS: ARE THERE COSMIC MICROWAVE BACKGROUND ANOMALIES? (2010, methodology): “However, analyses that use optimal estimators (as we do in our analysis below) have all studied the dipolar modulation (e.g., Hoftuft et al. 2009; Hanson & Lewis 2009).”