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2020-01-13update script to calculate contaminationtlatorre
This commit updates the dc script to calculate the instrumental contamination to now treat all 4 high level variables as correlated for muons. Previously I had assumed that the reconstructed radius was independent from udotr, z, and psi, but based on the corner plots it seems like the radius is strongly correlated with udotr. I also updated the plotting code when using the save command line argument to be similar to plot-fit-results.
2020-01-06add script to calculate background contaminationtlatorre
This commit adds a script to calculate the background contamination using a method inspired by the bifurcated analysis method used in SNO. The method works by looking at the distribution of several high level variables (radius, udotr, psi, and reconstructed z position) for events tagged by the different data cleaning cuts and assuming that any background events which sneak past the data cleaning cuts will have a similar distribution (for certain backgrounds this is assumed and for others I will actually test this assumption. For more details see the unidoc). Then, by looking at the distribution of these high level variables for all the untagged events we can use a maximum likelihood fit to determine the residual contamination. There are also a few other updates to the plot-energy script: - add a --dc command line argument to plot corner plots for the high level variables used in the contamination analysis - add a fudge factor to the Ockham factor of 100 per extra particle - fix a bug by correctly setting the final kinetic energy to the sum of the individual kinetic energies instead of just the first particle - fix calculation of prompt events by applying at the run level