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We explore the issue of prior dependence in the context of one-sided constraints on the dark matter-photon and dark matter-neutrino elastic scattering cross-sections derived from cosmic microwave background (CMB) anisotropies measurements.
1902
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H. Jeffreys, “An Invariant Form for the Prior Probability in Estimation Problems,” Proceedings of the Royal Society of London. Series A, Mathematical and Physical Sciences
1946
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C.-P. Ma and E. Bertschinger, “Cosmological perturbation theory in the synchronous and conformal Newtonian gauges,” Astrophys. J
1995
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R. E. Kass and L. Wasserman, “The Selection of Prior Distributions by Formal Rules,” Journal of the American Statistical Association
1996
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C. Boehm, P. Fayet, and R. Schaeffer, “Constraining dark matter candidates from structure formation,” Phys. Lett
2001
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C. Boehm, A. Riazuelo, S. H. Hansen, and R. Schaeffer, “Interacting dark matter disguised as warm dark matter,” Phys. Rev
2002
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J. R. Chisholm, “Clustering of primordial black holes: basic results,” Phys. Rev
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R. Trotta, “Bayes in the sky: Bayesian inference and model selection in cosmology,” Contemp. Phys
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