b-remy / gems

GEnerative Morphology for Shear
MIT License
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HSM #20

Open b-remy opened 1 year ago

b-remy commented 1 year ago

We want to identify the number of galaxies from which HSM shows a bias. I will report here result of code developed in #19

Here is what we got using 5400 galaxies, for an expected shear of (-0.03, 0.03):

image

So let's see for 10^4, 10^5 galaxies

b-remy commented 1 year ago

Here is the bias identified for the following cut:

galp.original.n > .4
galp.original.half_light_radius < 3.
cat.param_cat['mag_auto'][cat.orig_index[ind] > 22.5
m = g_est/g_true - 1
merr = sigma_g_est/g_true

d0180d7