[PIPE2D-1182] Add some outputs for debugging of flux calibration

Thu, 16 Mar 2023 05:12:28 +0000

For the sake of quick debugging analyses, we will add the following optional outputs:

Reduced chi-squares of prior, posterior, and likelihood probabilities
The best-fit model template of each standard, which is LSF-convolved and scaled with broad-bands
Whitened model templates of #2
Galactic extinction A(lambda) and E(B-V) of each standard
Attenuated #2 model templates by Galactic extinction

These are made with --debug.

Each of #1 will be included in each existing output of probabilities. #2,3,5 will be in a new output together with #4.

EDIT
What we really want, as a substitute for 2-5, is the whitened model flux that is being compared to the whitened observed flux while chi^2 is constructed. We can already output the latter (whitened observed flux), so we want the former (whitened model flux) now.

PFS-JIRA

[PIPE2D-1182] Add some outputs for debugging of flux calibration