Wilkinson Microwave Anisotropy Probe 7-yr constraints on fNL with a fast wavelet estimator

TL;DR

This paper introduces a fast wavelet-based method to constrain the local non-linear coupling parameter fNL from WMAP data, offering a computationally efficient alternative to traditional estimators and enabling regional analyses of the sky.

Contribution

A novel multiresolution wavelet estimator for fNL that is significantly faster than existing methods, suitable for large datasets like Planck.

Findings

Constraints on fNL: -69 to 65 at 95% CL

No significant hemispherical asymmetry in fNL

Data consistent with Gaussianity

Abstract

A new method to constrain the local non-linear coupling parameter fNL based on a fast wavelet decomposition is presented. Using a multiresolution wavelet adapted to the HEALPix pixelization, we have developed a method that is 10^2 times faster than previous estimators based on isotropic wavelets and 10^3 faster than the KSW bispectrum estimator, at the resolution of the Wilkinson Microwave Anisotropy Probe (WMAP) data. The method has been applied to the WMAP 7-yr V+W combined map, imposing constraints on fNL of -69 < fNL < 65 at the 95 per cent CL. This result has been obtained after correcting for the contribution of the residual point sources which has been estimated to be fNL = 7 +/- 6. In addition, a Gaussianity analysis of the data has been carried out using the third order moments of the wavelet coefficients, finding consistency with Gaussianity. Although the constrainsts imposed on fNL are less stringent than those found with optimal estimators, we believe that a very fast method, as the one proposed in this work, can be very useful, especially bearing in mind the large amount of data that will be provided by future experiments, such as the Planck satellite. Moreover, the localisation of wavelets allows one to carry out analyses on different regions of the sky. As an application, we have separately analysed the two hemispheres defined by the dipolar modulation proposed by Hoftuft et al. (2009). We do not find any significant asymmetry regarding the estimated value of fNL in those hemispheres.