Search for Dark Matter Captured in the Sun with ... - KICP Workshops
Search for Dark Matter Captured in the Sun with ... - KICP Workshops
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atm. ν<br />
atm. μ<br />
Multivariate analysis step (f<strong>in</strong>al cut applied)<br />
event selection 1 (w<strong>in</strong>ter, high energy) event selection 3 (summer, low energy)<br />
Total Bg<br />
data<br />
→ 1 separate BDT <strong>for</strong> each event selection<br />
→ tra<strong>in</strong><strong>in</strong>g on off-source exp. data + separate signal simulation<br />
→ Optimized f<strong>in</strong>al cut on BDT-output: run llh-analysis <strong>for</strong> various BDT cuts, to<br />
determ<strong>in</strong>e cut value <strong>with</strong> best sensitivity (MRF & MDP)<br />
23/07/12 Matthias Dann<strong>in</strong>ger IDM 2012<br />
7
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