Measurement of the top quark mass in the dileptonic tt-bar decay channel using the mass observables M_bl, M_T2, and M_blν in pp collisions at √=8 TeV

A measurement of the top quark mass (M_t) in the dileptonic tt-bar decay channel is performed using data from proton-proton collisions at a center-of-mass energy of 8 TeV. The data was recorded by the CMS experiment at the LHC and corresponds to an integrated luminosity of 19.7 ± 0.5 fb^-1. Events are selected with two oppositely charged leptons (l = e, μ) and two jets identified as originating from b quarks. The analysis is based on three kinematic observables whose distributions are sensitive to the value of M_t. An invariant mass observable, M_bl, and a 's transverse mass' observable, M_T2, are employed in a simultaneous fit to determine the value of M_t and an overall jet energy scale factor (JSF). A complementary approach is used to construct an invariant mass observable, M_blν, that is combined with M_T2 to measure M_t. The shapes of the observables, along with their evolutions in M_t and JSF, are modeled by a nonparametric Gaussian process regression technique. The sensitivity of the observables to the value of M_t is investigated using a Fisher information density method. The top quark mass is measured to be 172.22 ± 0.18(stat)_-0.93⁺0^.89 (syst) GeV. (authors)