Measuring the three-point correlation function of the cosmic microwave background

被引:21
作者
Chen, G [1 ]
Szapudi, I [1 ]
机构
[1] Univ Hawaii, Inst Astron, Honolulu, HI 96822 USA
关键词
cosmic microwave background; cosmology : theory; methods : statistical;
D O I
10.1086/497619
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We present a new method to estimate three-point correlations in cosmic microwave background maps. Our fast Fourier transform-based implementation estimates three-point functions using all possible configurations (triangles) at a controlled resolution. The speed of the technique depends on both the resolution and the total number of pixels N. The resulting N log N scaling is substantially faster than naive methods with prohibitive N-3 scaling. As an initial application, we measure three-point correlation functions in the first-year data release of the Wilkinson Microwave Anisotropy Probe (WMAP). We estimate 336 cross-correlations of any triplet of maps from the eight differential assemblies, scanning altogether 2.6 million triangular configurations. Using Gaussian signal plus realistic noise simulations, we perform a null hypothesis testing with regards to the Gaussianity of the cosmic microwave background. Our main result is that at the three-point level, WMAP is fully consistent with Gaussianity. To quantify the level of possible deviations, we introduce false discovery rate analysis, a novel statistical technique to analyze three-point measurements. This confirms that the data are consistent with Gaussianity at better than the 1 sigma level when jointly considering all configurations. We constrain a specific non-Gaussian model using a quadratic expansion of the temperature field in terms of the f(NLT) parameter, Delta T/T (Delta T/T)(L) + f(NLT)[(Delta T/T)(L)(2) - <(Delta T/T)(L)(2)>], for which we construct an estimator from the three-point function. We find that using the skewness alone is more constraining than a heuristic suboptimal combination of all our results; our best estimate is f(NLT) = - 110 +/- 150, assuming a Lambda CDM concordance model.
引用
收藏
页码:743 / 749
页数:7
相关论文
共 43 条
[21]   Measuring primordial non-Gaussianity in the cosmic microwave background [J].
Komatsu, E ;
Spergel, DN ;
Wandelt, BD .
ASTROPHYSICAL JOURNAL, 2005, 634 (01) :14-19
[22]  
LARSON DL, 2005, PHYS REV D
[23]   Non-Gaussianity due to possible residual foreground signals in Wilkinson Microwave Anistropy Probe first-year data using spherical wavelet approaches [J].
Liu, X ;
Zhang, SN .
ASTROPHYSICAL JOURNAL, 2005, 633 (02) :542-551
[24]   A high-significance detection of non-Gaussianity in the Wilkinson Microwave Anisotropy Probe 1-yr data using directional spherical wavelets [J].
McEwen, JD ;
Hobson, MP ;
Lasenby, AN ;
Mortlock, DJ .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2005, 359 (04) :1583-1596
[25]   Controlling the false-discovery rate in astrophysical data analysis [J].
Miller, CJ ;
Genovese, C ;
Nichol, RC ;
Wasserman, L ;
Connolly, A ;
Reichart, D ;
Hopkins, A ;
Schneider, J .
ASTRONOMICAL JOURNAL, 2001, 122 (06) :3492-3505
[26]  
MOORE AW, 2001, MINING SKY, V71
[27]   Wavelets and Wilkinson Microwave Anisotropy Probe non-Gaussianity [J].
Mukherjee, P ;
Wang, Y .
ASTROPHYSICAL JOURNAL, 2004, 613 (01) :51-60
[28]   Statistics of phase correlations as a test for non-Gaussianity of the CMB maps [J].
Naselsky, P ;
Chiang, LY ;
Olesen, P ;
Novikov, I .
PHYSICAL REVIEW D, 2005, 72 (06)
[29]   Conditional cumulants in a weakly non-linear regime [J].
Pan, J ;
Szapudi, I .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2005, 361 (01) :357-361
[30]   Non-Gaussian signatures in the temperature fluctuation observed by the Wilkinson Microwave Anisotropy Probe [J].
Park, CG .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2004, 349 (01) :313-320