The needlets bispectrum
arXiv:0802.4020 · doi:10.1214/08-EJS197
Abstract
The purpose of this paper is to join two different threads of the recent literature on random fields on the sphere, namely the statistical analysis of higher order angular power spectra on one hand, and the construction of second-generation wavelets on the sphere on the other. To this aim, we introduce the needlets bispectrum and we derive a number of convergence results. Here, the limit theory is developed in the high resolution sense. The leading motivation of these results is the need for statistical procedures for searching non-Gaussianity in Cosmic Microwave Background radiation.
Published in at http://dx.doi.org/10.1214/08-EJS197 the Electronic Journal of Statistics (http://www.i-journals.org/ejs/) by the Institute of Mathematical Statistics (http://www.imstat.org)
References in corpus (23)
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- Non-Gaussianity from Inflation: Theory and Observations
- Acoustic Signatures in the Primary Microwave Background Bispectrum
- The shape of non-Gaussianities
- Central limit theorems for sequences of multiple stochastic integrals
- Detection of primordial non-Gaussianity (fNL) in the WMAP 3-year data at above 99.5% confidence
- Non-Gaussianity from Inflation
- The non-Gaussian Cold Spot in the 3-year WMAP data
- Integrated Sachs-Wolfe effect from the cross correlation of WMAP3 year and the NRAO VLA sky survey data: New results and constraints on dark energy
- Spherical Needlets for CMB Data Analysis
- The non-Gaussian Cold Spot in WMAP: significance, morphology and foreground contribution
- Gauss--Legendre Sky Pixelization (GLESP) for CMB maps
- Fast Estimator of Primordial Non-Gaussianity from Temperature and Polarization Anisotropies in the Cosmic Microwave Background
- Asymptotics for spherical needlets
- Fast Estimator of Primordial Non-Gaussianity from Temperature and Polarization Anisotropies in the Cosmic Microwave Background II: Partial Sky Coverage and Inhomogeneous Noise
- Cosmological applications of a wavelet analysis on the sphere
- High-resolution asymptotics for the angular bispectrum of spherical random fields
- Search for non-Gaussianity in pixel, harmonic and wavelet space: compared and combined
- Complex data processing: fast wavelet analysis on the sphere
- Needlet algorithms for estimation in inverse problems
- The integrated bispectrum as a test of CMB non-Gaussianity: detection power and limits on f_NL with WMAP data
- Group Representations and High-Resolution Central Limit Theorems for Subordinated Spherical Random Fields
- A Central Limit Theorem and Higher Order Results for the Angular Bispectrum
Cited by in corpus (27)
- Planck 2015 results. XVII. Constraints on primordial non-Gaussianity
- Planck 2013 Results. XXIV. Constraints on primordial non-Gaussianity
- Primordial Non-Gaussianity in the Cosmic Microwave Background
- An Estimate of the Primordial Non-Gaussianity Parameter f_NL Using the Needlet Bispectrum from WMAP
- Detecting Bispectral Acoustic Oscillations from Inflation Using a New Flexible Estimator
- Exact Wavelets on the Ball
- S2LET: A code to perform fast wavelet analysis on the sphere
- Localisation of directional scale-discretised wavelets on the sphere
- Directional Variations of the Non-Gaussianity Parameter f_NL
- Needlet Bispectrum Asymmetries in the WMAP 5-year Data
- Statistical challenges in the analysis of Cosmic Microwave Background radiation
- Second-Generation Curvelets on the Sphere
- On the linear term correction for needlets/wavelets non-Gaussianity estimators
- Directional spin wavelets on the sphere
- Introducing Mexican needlets for CMB analysis: Issues for practical applications and comparison with standard needlets
- A Simple Proposal for Radial 3D Needlets
- Cosmological Applications of the Gaussian Kinematic Formula
- General CMB bispectrum analysis using wavelets and separable modes
- On the Limiting Behaviour of Needlets Polyspectra
- Foreground influence on primordial non-Gaussianity estimates: needlet analysis of WMAP 5-year data
- Constraining the WMAP9 bispectrum and trispectrum with needlets
- Needatool: A Needlet Analysis Tool for Cosmological Data Processing
- Spin Needlets for Cosmic Microwave Background Polarization Data Analysis
- Gaussian semiparametric estimates on the unit sphere
- Separable projection integrals for higher-order correlators of the cosmic microwave sky: Acceleration by factors exceeding 100
- Needlet estimation of cross-correlation between CMB lensing maps and LSS
- Adaptive Nonparametric Regression on Spin Fiber Bundles