Literature DB >> 31708598

The C-Band All-Sky Survey (C-BASS): Simulated parametric fitting in single pixels in total intensity and polarization.

Luke Jew1, Angela C Taylor1, Michael E Jones1, A Barr2, H C Chiang3, C Dickinson2,4, R D P Grumitt1, S E Harper2, H M Heilgendorff5, J Hill-Valler1, J L Jonas6,7, J P Leahy2, J Leech1, T J Pearson4, M W Peel8,9, A C S Readhead4, J Sievers3.   

Abstract

The cosmic microwave background (CMB) B-mode signal is potentially weaker than the diffuse Galactic foregrounds over most of the sky at any frequency. A common method of separating the CMB from these foregrounds is via pixel-based parametric-model fitting. There are not currently enough all-sky maps to fit anything more than the most simple models of the sky. By simulating the emission in seven representative pixels, we demonstrate that the inclusion of a 5 GHz data point allows for more complex models of low-frequency foregrounds to be fitted than at present. It is shown that the inclusion of the C-BASS data will significantly reduce the uncertainties in a number of key parameters in the modelling of both the galactic foregrounds and the CMB. The extra data allow estimates of the synchrotron spectral index to be constrained much more strongly than is presently possible, with corresponding improvements in the accuracy of the recovery of the CMB amplitude. However, we show that to place good limits on models of the synchrotron spectral curvature will require additional low-frequency data.
© 2019 The Author(s) Published by Oxford University Press on behalf of the Royal Astronomical Society.

Entities:  

Keywords:  cosmic background radiation; diffuse radiation; methods: statistical; radio continuum: general

Year:  2019        PMID: 31708598      PMCID: PMC6824519          DOI: 10.1093/mnras/stz2697

Source DB:  PubMed          Journal:  Mon Not R Astron Soc        ISSN: 0035-8711            Impact factor:   5.287


  3 in total

1.  An invariant form for the prior probability in estimation problems.

Authors:  H JEFFREYS
Journal:  Proc R Soc Lond A Math Phys Sci       Date:  1946

2.  Improved Constraints on Cosmology and Foregrounds from BICEP2 and Keck Array Cosmic Microwave Background Data with Inclusion of 95 GHz Band.

Authors:  P A R Ade; Z Ahmed; R W Aikin; K D Alexander; D Barkats; S J Benton; C A Bischoff; J J Bock; R Bowens-Rubin; J A Brevik; I Buder; E Bullock; V Buza; J Connors; B P Crill; L Duband; C Dvorkin; J P Filippini; S Fliescher; J Grayson; M Halpern; S Harrison; G C Hilton; H Hui; K D Irwin; K S Karkare; E Karpel; J P Kaufman; B G Keating; S Kefeli; S A Kernasovskiy; J M Kovac; C L Kuo; E M Leitch; M Lueker; K G Megerian; C B Netterfield; H T Nguyen; R O'Brient; R W Ogburn; A Orlando; C Pryke; S Richter; R Schwarz; C D Sheehy; Z K Staniszewski; B Steinbach; R V Sudiwala; G P Teply; K L Thompson; J E Tolan; C Tucker; A D Turner; A G Vieregg; A C Weber; D V Wiebe; J Willmert; C L Wong; W L K Wu; K W Yoon
Journal:  Phys Rev Lett       Date:  2016-01-20       Impact factor: 9.161

3.  PyMC: Bayesian Stochastic Modelling in Python.

Authors:  Anand Patil; David Huard; Christopher J Fonnesbeck
Journal:  J Stat Softw       Date:  2010-07       Impact factor: 6.440

  3 in total

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