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In the context of upcoming new physics searches at the LHC, we investigatethe impact of multidimensional differential rates in typical LHC analyses. Wediscuss the properties of shape information, and argue that multidimensionalrates bring limited information in the scope of a discovery, but can have alarge impact on model discrimination. We also point out subtleties aboutsystematic uncertainties cancellations and the Cauchy-Schwarz bound oninterference terms.

On new physics searches with multidimensional differential shapes