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implement simple JEC in our validation code #308

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jpata opened this issue Apr 8, 2024 · 1 comment
Open

implement simple JEC in our validation code #308

jpata opened this issue Apr 8, 2024 · 1 comment
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enhancement New feature or request medium

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@jpata
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jpata commented Apr 8, 2024

  1. L1 attempts to correct for PU: simulate the same event with & without PU
  2. L2L3 attempts to correct gen to reco: match genjets to recojets, derive a correction factor C(pt, eta)

As we currently don't have information about which particles are from PU in the samples, we can't do L1.
But we could fairly easily implement L2L3, as we already match recojets to genjets.
We just need to extract a pT dependent correction 1/mean(response) as a functions of pT and eta of the reco jet, and apply it on the fly on top of our reco jets.

image
https://iopscience.iop.org/article/10.1088/1742-6596/404/1/012013/pdf
https://cms-opendata-workshop.github.io/workshop-lesson-jetmet/03-corrections/index.html

@jpata jpata added enhancement New feature or request medium labels Apr 8, 2024
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jpata commented Apr 11, 2024

Is L1 actually done on top of PUPPI? Maybe it's not needed.
https://indico.cern.ch/event/783781/contributions/3386619/attachments/1832738/3001906/HEP2019_JECs_MD.pdf

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