superbit-collaboration / superbit-metacal

Contains a collection of routines used to perform gmix/metacalibration on simulated SuperBIT images
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Make truth comparison mean of multiple resamples #59

Closed sweverett closed 2 years ago

sweverett commented 2 years ago

Right now, our alpha computation is based on a truth curve created by resampling a much larger NFW truth set to match the redshift distribution of our sample. @mcclearyj has shown this to result in some shot noise in alpha of order a few percent, so we should instead take the mean of multiple subsamples in the shear-profiles module to eliminate this.

The resampling should be a tiny fraction of runtime, so there is no problem doing this say 20-50 times.