Search for a standard model Higgs boson produced in association with a top-quark pair and decaying to bottom quarks using a matrix element method
CMS Collaboration

TL;DR
This paper reports a search for the standard model Higgs boson produced with top quarks and decaying to bottom quarks, using a matrix element method to distinguish signal from background in proton-proton collision data.
Contribution
It introduces a matrix element method to improve signal-background separation in Higgs boson searches associated with top-quark pairs.
Findings
Observed (expected) exclusion limit mu < 4.2 (3.3) at 95% confidence level.
Measured signal strength modifier mu-hat = 1.2 +1.6 -1.5.
Analysis uses 19.5 fb^-1 of LHC data at 8 TeV.
Abstract
A search for a standard model Higgs boson produced in association with a top-quark pair and decaying to bottom quarks is presented. Events with hadronic jets and one or two oppositely charged leptons are selected from a data sample corresponding to an integrated luminosity of 19.5 inverse femtobarns collected by the CMS experiment at the LHC in pp collisions at a centre-of-mass energy of 8 TeV. In order to separate the signal from the larger t t-bar + jets background, this analysis uses a matrix element method that assigns a probability density value to each reconstructed event under signal or background hypotheses. The ratio between the two values is used in a maximum likelihood fit to extract the signal yield. The results are presented in terms of the measured signal strength modifier, mu, relative to the standard model prediction for a Higgs boson mass of 125 GeV. The observed…
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