Statistical analysis of ACA acquisition star data

Flight acquisition probability model

Latest fit of FLIGHT model is: fit_acq_prob_model-2018-04-poly-spline-tccd.ipynb.

This has acquisition probability model coefficients corresponding to flight tools. This is a 15-parameter model which uses a joint spline-polynominal parametrization of the probability surface in magnitude / T_ccd space.

Other fit ipynb notebooks

• fit_acq_prob_model-2018-04-binned-poly-tccd: supporting work for flight model
• fit_acq_prob_model-2018-04-*-warmpix: poly model fits using warm_pixels (failed, not as good as t_ccd)
• fit_acq_prob_model-2018-03-sota: attempt at updating the SOTA model (failed, poor fits for late 2017 / early 2018 data)
• fit_acq_prob_model-2017-07-sota: fit of SOTA model (was flight model until April 2018)
• fit_sota_model*: earlier iterations of fitting SOTA model