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Published online by Cambridge University Press: 12 April 2016
Sophisticated algorithms of modern statistical analysis are not yet widely applied to astronomical data. For the moment, these methods are mainly used by scientists in fields where the physical basis is less well determined than in astronomy. The algorithms could however be quite useful in new fields of our science where the physics is still being investigated. In more classical applications we have found them quite useful in the study of the relationship between photometric and spectroscopic data.