Absence of significant cross-correlation between WMAP and SDSS

TL;DR

This study reevaluates the claimed cross-correlation between WMAP microwave anisotropies and SDSS galaxy data, finding no significant evidence of the integrated Sachs-Wolfe effect after accounting for field-to-field fluctuations and re-sampling errors.

Contribution

The paper introduces a new method to measure errors as a function of the integral of the product of self-correlations, clarifying the impact of field-to-field fluctuations on cross-correlation analyses.

Findings

Re-sampling methods underestimate errors.

Field-to-field fluctuations dominate the signals.

No significant detection of the ISW effect was confirmed.

Abstract

AIMS. Several authors have claimed to detect a significant cross-correlation between microwave WMAP anisotropies and the SDSS galaxy distribution. We repeat these analyses to determine the different cross-correlation uncertainties caused by re-sampling errors and field-to-field fluctuations. The first type of error concerns overlapping sky regions, while the second type concerns non-overlapping sky regions. METHODS. To measure the re-sampling errors, we use bootstrap and jack-knife techniques. For the field-to-field fluctuations, we use three methods: 1) evaluation of the dispersion in the cross-correlation when correlating separated regions of WMAP with the original region of SDSS; 2) use of mock Monte Carlo WMAP maps; 3) a new method (developed in this article), which measures the error as a function of the integral of the product of the self-correlations for each map. RESULTS. The average cross-correlation for b>30 deg. is significantly stronger than the re-sampling errors--both the jack-knife and bootstrap techniques provide similar results--but it is of the order of the field-to-field fluctuations. This is confirmed by the cross-correlation between anisotropies and galaxies in more than the half of the sample being null within re-sampling errors. CONCLUSIONS. Re-sampling methods underestimate the errors. Field-to-field fluctuations dominate the detected signals. The ratio of signal to re-sampling errors is larger than unity in a way that strongly depends on the selected sky region. We therefore conclude that there is no evidence yet of a significant detection of the integrated Sachs-Wolfe (ISW) effect. Hence, the value of Omega_\Lambda ~ 0.8 obtained by the authors who assumed they were observing the ISW effect would appear to have originated from noise analysis