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Robust period estimation using mutual information for multi-band light curves in the synoptic survey era
Pablo Huijse, Pablo A. Estevez, Francisco Forster +5
The Large Synoptic Survey Telescope (LSST) will produce an unprecedented amount of light curves using six optical bands. Robust and efficient methods that can aggregate data from m…
Photometric Redshifts with the LSST: Evaluating Survey Observing Strategies
Melissa L. Graham, Andrew J. Connolly, Željko Ivezić +5
In this paper we present and characterize a nearest-neighbors color-matching photometric redshift estimator that features a direct relationship between the precision and accuracy o…
Accelerated Parameter Estimation with DALE
Scott F. Daniel, Eric V. Linder
We consider methods for improving the estimation of constraints on a high-dimensional parameter space with a computationally expensive likelihood function. In such cases Markov cha…