A python module for calculating extreme value statistics of the halo and galaxy stellar mass distributions. Full details provided in Lovell et al. 2023.
Clone this repository, then run the following in your chosen python environment
python setup.py install
You can then use evstats as so:
from evstats import evs
from evstats import stats
from evstats import stellar
A notebook showing a simple example of how to create contours in the stellar mass -- redshift plane, for arbitrary survey areas, is available here.
All of the plots and analysis in Lovell et al. 2023 can be recreated using the scripts in example/paper/.