Tuesday, December 20, 2011

1112.4372 (Geert Barentsen et al.)

Estimating meteor rates using Bayesian inference    [PDF]

Geert Barentsen, Rainer Arlt, Hans-Erich Fröhlich
A method for estimating the true meteor rate \lambda\ from a small number of observed meteors n is derived. We employ Bayesian inference with a Poissonian likelihood function. We discuss the choice of a suitable prior and propose the adoption of Jeffreys prior, P(\lambda)=\lambda^{-0.5}, which yields an expectation value E(\lambda) = n+0.5 for any n \geq 0. We update the ZHR meteor activity formula accordingly, and explain how 68%- and 95%-confidence intervals can be computed.
View original: http://arxiv.org/abs/1112.4372

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