12.07.2015 Views

Mohamad-Ziad Charif - Antares

Mohamad-Ziad Charif - Antares

Mohamad-Ziad Charif - Antares

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Figure 5.6: Dark Matter neutrino distribution of reconstructed φ and θ for 1000GeV Hard5.5 Data Monte Carlo comparisonIn order to test the agreement between our data and Monte Carlo samples a set ofpreliminary cuts (basic quality cuts) are proposed on BBFit’s variables:• nhit > 5. BBFit χ 2 Cherenkov fit requires exactly 5 hits to fit the track.• nlines > 1. A cut on the number of lines used in the fit. If the number oflines used is equal to one, the fit doesn’t converge on value for φ, so theseevents are removed for this analysis.• tchi2 < bchi2. A cut that selects events that are better reconstructed as amuon generating a Cherenkov light cone than a shower bright point.• tcosth > 0. A cut that selects up-going events.After applying these preliminary cuts to our Monte Carlo and data samples wecan see in figure 5.7 a comparison between data and Monte Carlo χ 2 distributionfor the 3pe high threshold of the 5,9,10,12 Lines detector periods.In figure 5.8 we can see a comparison between data and Monte Carlo χ 2 distributionfor the 10pe threshold of the 5,9,10,12 Lines detector periods. A goodagreement is observed except in the 9 lines period in the high Tchi2 area, a noticeabledifference is observed between data and the atmospheric muons. Howeverthis does not influence the analysis, as we are more interested is removing events83

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