Statistical Analysis Procedures Used for the Search for the Randall-Sundrum Graviton in the Boosted Regime

In the analysis looking for the signature X → HH → bb̄bb̄, where X is the Randall-Sundrum Graviton (RSG), this paper reveals the preliminary results and preparation work done to optimize the pT cut that we can make on the leading jet to optimize the limits that we can set on the cross section for the RSG particle. The limit setting is done using a frequentist approach and an asymptotics approximation, and this paper also examines the accuracy of this approximation by doing some comparisons with the toys to see if we are justified in using the asymptotics when unblinding the analysis.