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fedhere edited figures/sn2005kz_R.gp1/caption.tex
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SN 2005kz R band: sampling ends before 30 days and the last datapoints is brighter than the previous one, with small, possibly underestimated uncertainties.
The GPs propagate the lightcurve continuing the latest trend in the data: and allow the light to get brighter. This is a problem with the data, that cannot be solved in a non-parametric fashion, without imposing strict constraints on the sign of the derivtive, that in turn would not allow us to characterize individual peculiarities in SN lightcurve behavior.