oshaughn
commented
1 year ago From Jake:
- --calibration-reweighting will enabled the calibration uncertainty and --distance-reweighting will do the comoving distance reweighting
- if the time sampling is enabled, it will use the time samples to speed up the calibration reweighting (time_marg=False for the calmarg code). If the time sampling is disabled, it will do the time-marginalization itself and take longer (i.e. the way we did it in O3)
- the calibration uncertainty code requires us to generate a pickle file with the event settings. this is done with bilby: "bilby_pipe_generation". I've set it up so the user can either provide the bilby ini file ("--bilby-ini-file") to run the code to generate the pickle file, or the use can provide a pre-generated pickle file ("--bilby-pickle-file").
- I've also set it up such that the user can also just do the comoving distance reweighting and not the calibration reweighting if desired.
- The distance reweighting require the samples to be in the h5 format. I've added a node in the DAG to convert ascii to h5 (pesummary format); the script is called convert_output_ascii2h5
Jake's patch to add calibration marginalization, based on Ethan's code (and DW's implementations for asimov in O3)