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Statistics for Searches at the LHC

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arxiv 1307.2487 v1 pith:JHZC7XUA submitted 2013-07-09 hep-ex physics.data-an

Statistics for Searches at the LHC

classification hep-ex physics.data-an
keywords statisticalanalysesanalysisareasattentiondatadescribediscovery
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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These lectures describe several topics in statistical data analysis as used in High Energy Physics. They focus on areas most relevant to analyses at the LHC that search for new physical phenomena, including statistical tests for discovery and exclusion limits. Particular attention is payed to the treatment of systematic uncertainties through nuisance parameters.

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