Random-Walk Statistics and the Spherical Harmonic Representation of CMB Maps
arXiv:astro-ph/0410633 · doi:10.1111/j.1365-2966.2005.09627.x
Abstract
We investigate the properties of the (complex) coefficients obtained in a spherical harmonic representation of temperature maps of the cosmic microwave background (CMB). We study the effect of the coefficient phase only, as well as the combined effects of phase and amplitude. The method used to check for anomalies is to construct a ``random walk'' trajectory in the complex plane where the step length and direction are given by the amplitude and phase (respectively) of the harmonic coefficient. If the fluctuations comprise a homogeneous and isotropic Gaussian random field on the sky, the path so obtained should be a classical ``Rayleigh flight'' with very well known statistical properties. We illustrate the use of this random-walk representation by using the net walk length as a test statistic, and apply the method to the coefficients obtained from a Wilkinson Microwave Anisotropy Probe (WMAP) preliminary sky temperature map.
5 pages, 1 figure, uses mn.sty. Version accepted for publication in MNRAS. Includes toy models of non-random walks
References in corpus (25)
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Preliminary Maps and Basic Results
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Angular Power Spectrum
- Asymmetries in the CMB anisotropy field
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Tests of Gaussianity
- A high resolution foreground cleaned CMB map from WMAP
- The significance of the largest scale CMB fluctuations in WMAP
- Detection of non-Gaussianity in the WMAP 1-year data using spherical wavelets
- Measuring Statistical isotropy of the CMB anisotropy
- Non-Gaussian Signatures in the Temperature Fluctuation Observed by the Wilkinson Microwave Anisotropy Probe
- Non-Gaussianity of the derived maps from the first-year WMAP data
- A Maximum Likelihood Analysis of the Low CMB Multipoles from WMAP
- The Hot and Cold Spots in the WMAP Data are Not Hot and Cold Enough
- Phase Correlations in Cosmic Microwave Background Temperature Maps
- The Quest for Microwave Foreground X
- Inhomogeneities in the Microwave Background Radiation interpreted within the framework of the Quasi-Steady State Cosmology
- Reappraising foreground contamination in the COBE-DMR data
- Phase cross-correlation of the WMAP ILC map and foregrounds
- Looking for Cosmological Alfven Waves in WMAP Data
- Phase Mapping as a Powerful Diagnostic of Primordial Non-Gaussianity
- Statistics of phase correlations as a test for non-Gaussianity of the CMB maps
- Genus Topology of the Cosmic Microwave Background from WMAP
- Universal Behavior of Phase Correlations in Non-linear Gravitational Clustering
- Non-Random Phases in Non-Trivial Topologies
- Faraday Rotation as a Diagnostic of Galactic Foreground Contamination of CMB Maps
- Foreground analysis from the 1-year Wilkinson Microwave Anisotropy Probe (WMAP) data
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- Planck 2013 results. XXIII. Isotropy and statistics of the CMB
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- Inflationary Cosmology as a Probe of Primordial Quantum Mechanics
- Testing Global Isotropy of Three-Year Wilkinson Microwave Anisotropy Probe (WMAP) Data: Temperature Analysis
- Testing Gaussian random hypothesis with the cosmic microwave background temperature anisotropies in the three-year WMAP data
- Measuring Statistical Isotropy of CMB Anisotropy
- Unveiling Hidden Patterns in CMB Anisotropy Maps
- A new family of solvable Pearson-Dirichlet random walks
- Statistical Characterization of Temperature Patterns in Anisotropic Cosmologies
- Phase analysis of the cosmic microwave background from an incomplete sky coverage
- On the Coherence of WMAP and Planck Temperature Maps
- Local properties of the large-scale peaks of the CMB temperature
- Cross-Power Spectrum and Its Application on Window Functions in the WMAP data
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- Zonal Modes of Cosmic Microwave Background Temperature Maps
- Phase Walk Analysis of Leptokurtic Time Series