An attempt to deduce the probability distribution of galaxy shapes (|e|).
Procedure
- create shape distributions (from existing catalogs which contain shear signal)
- Draw samples from this distribution appply shear and noise $\sigma $ to get observed shape
- Now Calculate the hyperparameters to get the actual shape distribution
- PGM looks like: