2 papers
hep-ex2022
pyhf: pure-Python implementation of HistFactory with tensors and automatic differentiation
Matthew Feickert, Lukas Heinrich, Giordon Stark
The HistFactory p.d.f. template is per-se independent of its implementation in ROOT and it is useful to be able to run statistical analysis outside of the ROOT, RooFit, RooStats fr…
cs.DC2021
Distributed statistical inference with pyhf enabled through funcX
Matthew Feickert, Lukas Heinrich, Giordon Stark +1
In High Energy Physics facilities that provide High Performance Computing environments provide an opportunity to efficiently perform the statistical inference required for analysis…