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Determination of Hubble constant from Megamaser Cosmology Project using Profile Likelihood
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abstract
The Megamaser Cosmology Project inferred a value for the Hubble constant given by $H_0=73.9 \pm 3.0 $ km/sec/Mpc. This value was obtained using Bayesian inference by marginalizing over six nuisance parameters, corresponding to the velocities of the megamaser galaxy systems. We obtain an independent estimate of the Hubble constant with the same data using frequentist inference. For this purpose, we use profile likelihood to dispense with the aforementioned nuisance parameters. The frequentist estimate of the Hubble constant is given by $H_0=73.5^{+3.0}_{-2.9}$ km/sec/Mpc and agrees with the Bayesian estimate to within $0.2\sigma$, and both approaches also produce consistent confidence/credible intervals. Therefore, this analysis provides a proof-of-principle application of profile likelihood in dealing with nuisance parameters in cosmology, which is complementary to Bayesian analysis.
Forward citations
Cited by 3 Pith papers
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Reanalyzing Megamasers: a low value of $H_0$ from a local probe changes our view of the Hubble Tension
Reanalyzing six megamaser galaxies with the M25 peculiar velocity reconstruction yields H0 ≈ 68.7 km/s/Mpc, consistent with the CMB and about 2.2σ below the local distance ladder.
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The Hubble tension: A decade review
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