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arXiv · 1407.5227

The Value of $H_0$ from Gaussian Processes

Vinicius C. Busti·Chris Clarkson·Marina Seikel
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Abstract

A new non-parametric method based on Gaussian Processes was proposed recently to measure the Hubble constant $H_0$. The freedom in this approach comes in the chosen covariance function, which determines how smooth the process is and how nearby points are correlated. We perform coverage tests with a thousand mock samples within the LCDM model in order to determine what covariance function provides the least biased results. The function Matern(5/2) is the best with sligthly higher errors than other covariance functions, although much more stable when compared to standard parametric analyses.

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Vinicius C. Busti, Chris Clarkson, Marina Seikel. 2014-07-19. The Value of $H_0$ from Gaussian Processes. https://arxiv.org/abs/1407.5227

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