Required number of muons for successful calibration
Summary
Need to decide on the relative fraction events that were successfully calibrated during optical throughput calculation and proceed only with enough statistic, e.g. sum(calibration_success)/all > threshold
For LST:
- We have a study that I made one year ago about required statistic (Issue #75), also we can use already available experience of
lstchain
- how they decide what is enough statistic
For MST and SST:
- Need to perform dedicated study on the muon simulations to calculate required statistic
What is the expected correct behavior?
Add to appropriate functionality to the MuonCalibrator
. For example
- Add threshold values for each telescope to the
config
file - After processing whole input file, implement check method which will compare calibrated statistic with the one that is in the config file.
As an initial flexible solution we can create in the config
file fields with some low threshold values. And then after confirming each particular quality gate value for each telescope we will change this threshold in the config
.
Relevant logs and/or screenshots
Edited by Vadym Voitsekhovskyi