ALL HADRONIC TOP MASS USING THE IDEOGRAM TECHNIQUE
Petteri Mehtälä, Timo Aaltonen, Nick van Remortel
Helsinki Institute of Physics and Department of Physical Sciences,
P.O. Box 64, FIN-00014 University of Helsinki, Finland
mehtala@mappi.helsinki.fi
taaalton@mappi.helsinki.fi
remortel@fnal.gov
Using 310 pb-1 of CDF data collected between
2002-2004, we have measured the mass of the top quark in the all hadronic decay
channel of tt pairs. This channel is characterized by a 6 jet final state
topology with little missing energy in the event. The reconstruction of the top
quark mass in this channel is challenging for two main reasons: the large jet
ambiguities to reconstruct two top quarks out of 6 jets and a large amount of
QCD multi-jet background of which the cross sections are badly known.
The Ideogram method tackles this problem by combining both template and matrix
element approaches to extract the maximum amount of mass information out of a
tt candidate event. This is realized by construction a two-dimensional
event-by-event likelihood in which the signal purity (or in other words, signal
cross section) is left as a free parameter, in addition to the top quark mass
itself. The event likelihood takes into account all 90 possible independent jet
combinations. Its signal part is purely data driven and consists of the two
dimensional convolution of natural Breit-Wigners with Gaussian resolution
functions, using fitted masses and their variances obtained from a 2-C
kinematical fit. The QCD multi-jet background is parametrized by a 2D mass
template. Each of the 90 jet configurations is weighted by it's goodness of fit
and a jet probability weight, giving the probability that exactly two out of
the 6 final state jets correspond to a b-quark.
The current measured top quark mass in the all
hadronic channel amounts to Mtop = 177.1 ± 4.9 (stat.)
± 4.7 (syst.) GeV/c2. The statistical
uncertainty is expected to scale with 1/sqrt(int lum.). The dominant source for
the systematic uncertainties are the Jet energy scale corrections, the
background shape and the background fraction. The latter two are correlated
with the JES and taken into account in the calculation of the total systematic
uncertainty of this measurement. Last Update by Nick van Remortel on April
6 2006.
Public note:
<
CDF/PHYS/TOP/PUBLIC/8233>
(April 26 2006)
Blessed Result (310 pb-1)
Mtop
= 177.1 ± 4.9 (stat.)
± 4.7 (syst.) GeV/c2
Blessed Tables and Plots
Many plots need to have anti-aliasing disabled in ghostview to see hatching.
Description of Plots
gif
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Most probable top mass value for the signal term of the total likelihood.
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Final Calibrated 1-D top mass likelihood.
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Final Calibrated 1-D top mass likelihood zoomed.
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2-D top mass likelihood (mass calibrated only).
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Most likely sample purity value for each test mass (mass-purity
contour followed in 2D purity-mass likelihood plane).
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Expected stat. uncertainty for Mtop=178 GeV.
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Expected stat. uncertainty for various integrated luminosities.
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Calibration (read:sensitivity) curves for various background
fractions. The green line corresponds to our current working point.
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Calibration curve slope as function of background fraction. The
black line indicates our current working point.
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Calibration curve offset (bias at Mt=175 GeV) as function of
background fraction. The black line indicates our current working point.
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The width of the pull distribution (before correction) for various input top masses.
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Calibration curve for the sample purity at Mt=178 GeV
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Calibrated purity for MC Pseudo experiments including
background. The yellow band is the purity fitted from real data and its
1 sigma uncertainty.
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Efficiency to match 6 final state jets with 6 generator level
partons, using cone dR=0.4.
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2D mass template for background events (used in likelihood).
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2D mass template for non-matched events (used in likelihood).
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2D mass template for correct jet combination of signal MC events
with Mt=178 GeV. (Not used in likelihood, for illustrational purposes only).
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2D mass template for incorrect jet combination of signal MC events
with Mt=178 GeV. (Not used in likelihood, for illustrational purposes only).
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First fitted mass, obtained from kinematical fit.
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Second fitted mass, obtained from kinematical fit.
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First fitted mass error, obtained from kinematical fit.
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Second fitted mass error, obtained from kinematical fit.
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Chisquared obatined from kinematical fit.
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Jet probability weight.
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Table of systematic uncertainties. The correlation between the JES
, background shape and background fraction systematics is already taken
into account.
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Some FAQ if necessary.