16 results on '"Spectrum analysis"'
Search Results
2. The thermal Sunyaev–Zel'dovich effect power spectrum in light of Planck.
- Author
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McCarthy, I. G., Le Brun, A. M. C., Schaye, J., and Holder, G. P.
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THERMAL analysis , *SUNYAEV-Zel'dovich effect , *SPECTRUM analysis , *ELECTRIC power , *PLANCK (Artificial satellite) , *METAPHYSICAL cosmology - Abstract
The amplitude of the thermal Sunyaev–Zel'dovich effect (tSZ) power spectrum is extremely sensitive to the abundance of the most massive dark matter haloes (galaxy clusters) and therefore to fundamental cosmological parameters that control their growth, such as σ8 and Ωm. Here we explore the sensitivity of the tSZ power spectrum to important non-gravitational (‘subgrid’) physics by employing the cosmo-OWLS suite of large-volume cosmological hydrodynamical simulations, run in both the Planck and 7-year Wilkinson Microwave Anisotropy Probe (WMAP7) best-fitting cosmologies. On intermediate and small angular scales (ℓ ≳ 1000, or θ≲10 arcmin), accessible with the South Pole Telescope (SPT) and the Atacama Cosmology Telescope (ACT), the predicted tSZ power spectrum is highly model dependent, with gas ejection due to active galactic nuclei (AGN) feedback having a particularly large effect. However, at large scales, observable with the Planck telescope, the effects of subgrid physics are minor. Comparing the simulated tSZ power spectra with observations, we find a significant amplitude offset on all measured angular scales (including large scales), if the Planck best-fitting cosmology is assumed by the simulations. This is shown to be a generic result for all current models of the tSZ power spectrum. By contrast, if the WMAP7 cosmology is adopted, there is full consistency with the Planck tSZ power spectrum measurements on large scales and agreement at the 2σ level with the SPT and ACT measurements at intermediate scales for our fiducial AGN model, which Le Brun et al. have shown reproduces the ‘resolved’ properties of the Local Group and cluster population remarkably well. These findings strongly suggest that there are significantly fewer massive galaxy clusters than expected for the Planck best-fitting cosmology, which is consistent with recent measurements of the tSZ number counts. Our findings therefore pose a significant challenge to the cosmological parameter values preferred (and/or the model adopted) by the Planck primary cosmic microwave background analyses. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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3. An optimal estimator for the CMB-LSS angular power spectrum and its application to WMAP and NVSS data.
- Author
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Schiavon, F., Finelli, F., Gruppuso, A., Marcos-Caballero, A., Vielva, P., Crittenden, R. G., Barreiro, R. B., and Martínez-González, E.
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COSMIC background radiation , *ASTRONOMICAL observations , *ENERGY density , *METAPHYSICAL cosmology , *MAXIMUM likelihood statistics , *SPECTRUM analysis , *NUMERICAL analysis - Abstract
ABSTRACT We use a quadratic maximum likelihood (QML) method to estimate the angular power spectrum of the cross-correlation between cosmic microwave background and large-scale structure maps as well as their individual auto-spectra. We describe our implementation of this method and demonstrate its accuracy on simulated maps. We apply this optimal estimator to Wilkinson Microwave Anisotropy Probe ( WMAP) 7-yr and National Radio Astronomical Observatory (NRAO) Very Large Array Sky Survey (NVSS) data and explore the robustness of the angular power spectrum estimates obtained by the QML method. With the correction of the declination systematics in NVSS, we can safely use most of the information contained in this survey. We then make use of the angular power spectrum estimates obtained by the QML method to derive constraints on the dark energy critical density in a flat Λ cold dark matter model by different likelihood prescriptions. When using just the cross-correlation between WMAP 7-yr and NVSS maps with 1°.8 resolution, the best-fitting model has a cosmological constant of approximately 70 per cent of the total energy density, disfavouring an Einstein-de sitter universe at more than 2σ confidence level. [ABSTRACT FROM AUTHOR]
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- 2012
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4. Cosmic shear statistics in cosmologies with non-Gaussian initial conditions.
- Author
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Fedeli, C. and Moscardini, L.
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METAPHYSICAL cosmology , *SPECTRUM analysis , *ASTRONOMY , *COSMIC background radiation , *REDSHIFT , *TOMOGRAPHY - Abstract
We computed the power spectrum of weak cosmic shear in models with non-Gaussian primordial density fluctuations. Cosmological initial conditions deviating from Gaussianity have recently attracted much attention in the literature, especially with respect to their effect on the formation of non-linear structures and because of the bounds that they can put on the inflationary epoch. The fully non-linear matter power spectrum was evaluated with the use of the physically motivated, semi-analytic halo model, where the mass function and linear halo bias were suitably corrected for non-Gaussian cosmologies. In agreement with previous work, we found that a level of non-Gaussianity compatible with cosmic microwave background bounds and with positive skewness produces an increase in power of the order of a few per cent at intermediate scales. We then used the matter power spectrum, together with observationally motivated background source redshift distributions in order to compute the cosmological weak-lensing power spectrum. We found that the degree of deviation from the power spectrum of the reference Gaussian model is small compared to the statistical error expected from even future weak-lensing surveys. However, summing the signal over a large range of multipoles can beat down the noise, bringing to a significant detection of non-Gaussianity at the level of few tens, when all other cosmological parameters are held fixed. Finally, we have shown that the constraints on the level of non-Gaussianity can be improved by per cent with the use of weak-lensing tomography. [ABSTRACT FROM AUTHOR]
- Published
- 2010
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5. Spherical collapse in modified gravity with the Birkhoff theorem.
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Schäfer, Björn Malte and Koyama, Kazuya
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COSMIC background radiation , *PROPERTIES of matter , *SPECTRUM analysis , *METAPHYSICAL cosmology , *COSMIC ripples - Abstract
We study structure formation in a phenomenological model of modified gravity which interpolates between Λcold dark mtter (ΛCDM) and Dvali–Gabadadze–Porrati (DGP) gravity. In our model, the Friedmann equation assumes the form with the interpolation parameter α. Generalization of spherical collapse by using the Birkhoff theorem along with the modified growth equation shows that the overdensity for spherical collapse δc in these models is significantly lowered compared to ΛCDM, leading to enhanced number densities of massive clusters and enhanced cluster merging rates. We find that δc( z) is well fitted by a function of the form . We examine the sensitivity of Planck's and SPT's Sunyaev–Zel'dovich survey to constrain the modified gravity parametrization, and find that these experiments can easily distinguish between models with a cosmological constant and modified gravity by including prior constraints from cosmic microwave background (CMB) temperature and polarization anisotropies. Applying a Fisher matrix formalism yields an expected accuracy of Δα∼ 0.04 (SPT), ..., 0.07( Planck) for a combined measurement of the cluster redshift distribution and the CMB temperature and polarization power spectrum, assuming ΛCDM as the fiducial cosmology. [ABSTRACT FROM AUTHOR]
- Published
- 2008
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6. Cosmic microwave background polarization constraints on radiative feedback.
- Author
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Burigana, C., Popa, L. A., Salvaterra, R., Schneider, R., Choudhury, T. Roy, and Ferrara, A.
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COSMIC background radiation , *STAR formation , *SPECTRUM analysis , *METAPHYSICAL cosmology , *ASTRONOMY - Abstract
We compute the imprints left on the cosmic microwave background (CMB) by two cosmic reionization models consistent with current observations but characterized by alternative radiative feedback prescriptions ( suppression and filtering) resulting in a different suppression of star formation in low-mass haloes. The models imply different ionization and thermal histories and 21-cm background signals. The derived Comptonization, u, and free–free distortion, , parameters are below current observational limits for both models. However, the value of for the suppression (filtering) model is in the detectability range of the next generation of CMB spectrum experiments. Through, the dedicated Boltzmann codecmbfast, modified to include the above ionization histories, we compute the CMB angular power spectrum (APS) of the TT, TE and EE modes. For the EE mode, the differences between these models are significantly larger than the cosmic and sampling variance over the multipole range , leaving a good chance of discriminating between these feedback mechanisms with forthcoming/future CMB polarization experiments. The main limitations come from foreground contamination: it should be subtracted at per cent level in terms of APS, a result potentially achievable by novel component separation techniques and mapping of Galactic foreground. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
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7. Cosmology with the Planck cluster sample.
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Geisbüsch, Jörn and Hobson, Michael P.
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METAPHYSICAL cosmology , *COSMIC background radiation , *GALAXY clusters , *SPECTRUM analysis , *PROPERTIES of matter , *REDSHIFT , *ASTROPHYSICS - Abstract
It has been long recognized that, besides being a formidable experiment to observe the primordial cosmic microwave background (CMB) anisotropies, Planck will also have the capability to detect galaxy clusters via their Sunyaev–Zel'dovich (SZ) imprint. In this paper constraints on cosmological parameters derivable from the Planck cluster candidate sample are examined for the first time as a function of cluster sample selection and purity obtained from realistic simulations of the microwave sky at the Planck observing frequency bands, observation process modelling and a cluster extraction pipeline. In particular, we employ a multifrequency matched filtering (MFMF) method to recover clusters from mock simulations of Planck observations. Obtainable cosmological constraints under realistic assumptions of priors and knowledge about cluster redshifts are discussed. Just relying on cluster redshift abundances without making use of recovered cluster fluxes, it is shown that from the Planck cluster catalogue cosmological constraints comparable to the ones derived from recent primordial CMB power spectrum measurements can be achieved. For example, for a concordance Λ cold dark matter (ΛCDM) model and a redshift binning of , the 1σ uncertainties on the values of Ωm and σ8 are and , respectively. Furthermore, we find that the constraint of the matter density depends strongly on the prior which can be imposed on the Hubble parameter by other observational means. [ABSTRACT FROM AUTHOR]
- Published
- 2007
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8. Power spectrum shape from peculiar velocity data.
- Author
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Watkins, Richard and Feldman, Hume A.
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GALAXIES , *KINEMATICS , *METAPHYSICAL cosmology , *DYNAMICS , *SPECTRUM analysis , *COSMIC background radiation - Abstract
We constrain the velocity power spectrum shape parameter Γ in linear theory using the nine bulk flow and shear moments estimated from four recent peculiar velocity surveys. For each survey, a likelihood function for Γ was found after marginalizing over the power spectrum amplitude using constraints obtained from comparisons between redshift surveys and peculiar velocity data. In order to maximize the accuracy of our analyses, the velocity noise σ* was estimated directly for each survey. A statistical analysis of the differences between the values of the moments estimated from different surveys showed consistency with theoretical predictions, suggesting that all the surveys investigated reflect the same large-scale flows. The peculiar velocity surveys were combined into a composite survey yielding the constraint . This value is lower than, but consistent with, values obtained using redshift surveys and cosmic microwave background data. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
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9. Likelihood techniques for the combined analysis of CMB temperature and polarization power spectra.
- Author
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Percival, W. J. and Brown, M. L.
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COSMIC background radiation , *ASTROPHYSICAL radiation , *SPECTRUM analysis , *GAUSSIAN distribution , *METAPHYSICAL cosmology - Abstract
We consider the shape of the likelihood and posterior surfaces to be used when fitting cosmological models to cosmic microwave background (CMB) temperature and polarization power spectra measured from experiments. In the limit of an all-sky survey with Gaussian-distributed pixel noise we show that the true combined likelihood of the four CMB power spectra (TT, TE, EE and BB) has a Wishart distribution and we discuss the properties of this function. We compare various fits to the posterior surface of the Cl values, both in the case of a single auto-power spectrum and for a combination of temperature and polarization data. In the latter case, it is important that the fits can accurately match the Wishart distribution in the limit of near full-sky coverage. Simple extensions of auto-power spectrum fits to include polarization data generally fail to match correlations between the different power spectra in this limit. Directly fitting pixel values on large scales, as undertaken by the Wilkinson Microwave Anisotropy Probe team in their analysis of the 3-yr data, avoids the complications of characterizing the shape of the posterior for the power spectra. Finally, we demonstrate the importance of the likelihood distribution on analytic marginalization, and provide a formula for analytic marginalization over a calibration error given an all-sky survey. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
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10. Separating out the Alcock–Paczyński effect on 21-cm fluctuations.
- Author
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Barkana, R.
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REDSHIFT , *METAPHYSICAL cosmology , *ASTROPHYSICS , *COSMIC background radiation , *SPECTRUM analysis - Abstract
We reconsider the Alcock–Paczyński effect on 21-cm fluctuations from high redshift, focusing on the 21-cm power spectrum. We show that at each accessible redshift both the angular diameter distance and the Hubble constant can be determined from the power spectrum, at epochs and on scales where the ionized fraction fluctuations are linear. Furthermore, this is possible using anisotropies that depend only on linear density perturbations and not on astrophysical sources of 21-cm fluctuations. We show that measuring these quantities at high redshift would not just confirm results from the cosmic microwave background (CMB); if the 21-cm power spectrum can be measured to better than 10 per cent precision, it will improve constraints from the CMB alone on cosmological parameters including dark energy. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
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11. A determination of the spectra of Galactic components observed by the Wilkinson Microwave Anisotropy Probe.
- Author
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Davies, R. D., Dickinson, C., Banday, A. J., Jaffe, T. R., Górski, K. M., and Davis, R. J.
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COSMIC background radiation , *METAPHYSICAL cosmology , *SYNCHROTRONS , *GALAXIES , *ANISOTROPY , *SPECTRUM analysis - Abstract
Wilkinson Microwave Anisotropy Probe ( WMAP) data when combined with ancillary data on free–free, synchrotron and dust allow an improved understanding of the spectrum of emission from each of these components. Here, we examine the sky variation at intermediate latitudes using a cross-correlation technique. In particular, we compare the observed emission in 15 selected sky regions to three ‘standard’ templates. The free–free emission of the diffuse ionized gas is fitted by a well-known spectrum at K and Ka band, but the derived emissivity corresponds to a mean electron temperature of ∼4000–5000 K. This is inconsistent with estimates from Galactic H ii regions although a variation in the derived ratio of Hα to free–free intensity by a factor of ∼2 is also found from region to region. The origin of the discrepancy is unclear. The anomalous emission associated with dust is clearly detected in most of the 15 fields studied. The anomalous emission correlates well with the Finkbeiner, Davis & Schlegel model 8 predictions (FDS8) at 94 GHz, with an effective spectral index between 20 and 60 GHz, of . Furthermore, the emissivity varies by a factor of ∼2 from cloud to cloud. A modestly improved fit to the anomalous dust at K band is provided by modulating the template by an estimate of the dust colour temperature, specifically . We find a preferred value , although there is a scatter from region to region. Nevertheless, the preferred index drops to zero at higher frequencies where the thermal dust emission dominates. The synchrotron emission steepens between GHz frequencies and the WMAP bands. There are indications of spectral index variations across the sky but the current data are not precise enough to accurately quantify this from region to region. Our analysis of the WMAP data indicates strongly that the dust-correlated emission at the low WMAP frequencies has a spectrum which is compatible with spinning dust; we find no evidence for a synchrotron component correlated with dust. The importance of these results for the correction of cosmic microwave background data for Galactic foreground emission is discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
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12. Cosmic microwave background and foregrounds in Wilkinson Microwave Anisotropy Probe first-year data.
- Author
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Patanchon, G., Cardoso, J.-F., Delabrouille, J., and Vielva, P.
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COSMIC background radiation , *ASTROPHYSICAL radiation , *ANISOTROPY , *METAPHYSICAL cosmology , *SPECTRUM analysis , *ASTRONOMY - Abstract
We perform a blind multicomponent analysis of the Wilkinson Microwave Anisotropy Probe ( WMAP) 1-yr foreground-cleaned maps using Spectral Matching Independent Component Analysis ( smica). We provide a new estimate of the cosmic microwave background (CMB) power spectrum as well as the amplitude of the CMB anisotropies across frequency channels. We show that the CMB anisotropies are compatible with temperature fluctuations as expected from the standard paradigm. The analysis also allows us to identify and separate a weak residual Galactic emission, present significantly in the Q band outside of the Kp2 1 mask limits, and mainly concentrated at low Galactic latitudes. We produce a map of this residual component by Wiener filtering using estimated parameters. The level of contamination of CMB data by this component is compatible with the WMAP-team estimation of foreground residual contamination. In addition, the multicomponent analysis allows us to estimate jointly the power spectrum of unresolved point-source emission. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
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13. Cosmic microwave background temperature and polarization pseudo- Cℓ estimators and covariances.
- Author
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Brown, M. L., Castro, P. G., and Taylor, A. N.
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COSMIC background radiation , *POWER spectra , *ASTROPHYSICAL radiation , *METAPHYSICAL cosmology , *SPECTRUM analysis , *ASTRONOMY - Abstract
We develop the pseudo- Cℓ method for reconstructing the cosmic microwave background (CMB) temperature and polarization auto- and cross-power spectra, and estimate the pseudo- Cℓ covariance matrix for a realistic experiment on the cut sky. We calculate the full coupling equations for all six possible CMB power spectra, relating the observed pseudo- Cℓ values to the underlying all-sky Cℓ values, and test the reconstruction on both full-sky and cut-sky simulated CMB data sets. In particular we consider the reconstruction of the Cℓ from upcoming ground-based polarization experiments covering areas of a few hundred deg2 and find that the method is fast, unbiased and performs well over a wide range of multipoles from to . We then calculate the full covariance matrix between the modes of the pseudo-temperature and polarization power spectra, assuming that the underlying CMB fields are Gaussian randomly distributed. The complexity of the covariance matrix prohibits its rapid calculation, required for parameter estimation. Hence we present an approximation for the covariance matrix in terms of convolutions of the underlying power spectra. The coupling matrices in these expressions can be estimated by fitting to numerical simulations, circumventing direct and slow calculation, and further, inaccurate analytic approximations. We show that these coupling matrices are mostly independent of cosmology, and that the full covariance matrix for all six pseudo- Cℓ power spectra can be quickly and accurately calculated for any given cosmological model using this method. We compare these semi-analytic covariance matrices against simulations and find good agreement, the accuracy of which depends mainly on survey area and the range of cosmological parameters considered. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
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14. A new search for features in the primordial power spectrum.
- Author
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Tocchini-Valentini, Domenico, Douspis, Marian, and Silk, Joseph
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COSMIC background radiation , *DARK matter , *ANISOTROPY , *SPECTRUM analysis , *METAPHYSICAL cosmology , *ASTRONOMY - Abstract
We develop a new approach towards a high-resolution non-parametric reconstruction of the primordial power spectrum using theWilkinson Microwave Anisotropy Probe(WMAP) cosmic microwave background temperature anisotropies that we confront with Sloan Digital Sky Survey large-scale structure data in the range. We utilize the standardΛ cold dark matter cosmological model but we allow the baryon fraction to vary. In particular, for the concordance baryon fraction, we compare indications of a possible feature atinWMAPdata with suggestions of similar features in large-scale structure surveys. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
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15. XSPECT, estimation of the angular power spectrum by computing cross-power spectra with analytical error bars.
- Author
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Tristram, M., Macías-Pérez, J. F., Renault, C., and Santos, D.
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POWER spectra , *SPECTRUM analysis , *COSMIC background radiation , *ASTROPHYSICAL radiation , *METAPHYSICAL cosmology , *ASTRONOMY - Abstract
We presentXspect, a method to obtain estimates of the angular power spectrum of the cosmic microwave background (CMB) temperature anisotropies including analytical error bars developed for theArcheopsexperiment. Cross-power spectra are computed from a set of maps and each of them is in itself an unbiased estimate of the power spectrum as long as the detector noises are uncorrelated. Then, the cross-power spectra are combined into a final temperature power spectrum with error bars analytically derived from the cross-correlation matrix.This method presents three main useful properties: (1) no estimation of the noise power spectrum is needed; (2) complex weighting schemes including sky covering and map noise properties can be easily taken into account, and corrected for, for each input map; and (3) error bars are quickly computed analytically from the data themselves with no Monte Carlo simulations involved.Xspectalso permits the study of common fluctuations between maps from different sky surveys such as CMB, Sunyaev–Zel'dovich effect or mass fluctuations from weak lensing observations. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
16. Estimating the bispectrum of the Very Small Array data.
- Author
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Sarah Smith, Graça Rocha, Anthony Challinor, Richard A. Battye, Pedro Carreira, Kieran Cleary, Rod D. Davies, Richard J. Davis, Clive Dickinson, Ricardo Genova-Santos, Keith Grainge, Carlos M. Gutiérrez, Yaser A. Hafez, Michael P. Hobson, Michael E. Jones, Rudiger Kneissi, Katy Lancaster, Anthony Lasenby, J. P. Leahy, and Klaus Maisinger
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COSMIC ripples , *DATA analysis , *COSMIC background radiation , *GAUSSIAN distribution , *SIMULATION methods & models , *SPECTRUM analysis , *METAPHYSICAL cosmology - Abstract
We estimate the bispectrum of the Very Small Array data from the compact and extended configuration observations released in 2002 December, and compare our results with those obtained from Gaussian simulations. There is a slight excess of large bispectrum values for two individual fields, but this does not appear when the fields are combined. Given our expected level of residual point sources, we do not expect these to be the source of the discrepancy. Using the compact configuration data, we put an upper limit of 5400 on the value of fNL, the non-linear coupling parameter, at 95 per cent confidence. We test our bispectrum estimator using non-Gaussian simulations with a known bispectrum, and recover the input values. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
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