A Novel Bayesian Mass Determination Algorithm

Details A Novel Bayesian Mass Determination Algorithm A Novel Bayesian Mass Determination Algorithm

Dec 2008

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2008aipc.1082..317c&link_type=abstract

CLASSIFICATION AND DISCOVERY IN LARGE ASTRONOMICAL SURVEYS: Proceedings of the International Conference: ``Classification and Di

Astronomy and Astrophysics

Astronomy

Atomic Masses, Mass Spectra, Abundances, And Isotopes, Relativity And Gravitation, Dark Matter

Scientific paper

We discuss the non-parametric Bayesian algorithm CHASSIS that seeks the most likely gravitational potential structure and phase space distribution of a system, from which a measured sample of kinematic data is drawn. The quantification of the influence of the assumption of phase space isotropy, which is a feature of the current version of CHASSIS, is discussed in the context of a Bayesian test of significance. Relaxation of this assumption and possibility of thwarting the malefic influence of the same, using data from independent sources, are discussed.

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