Background subtraction methods for precision measurements of di-hadron
and jet-hadron correlations in heavy ion collisions
release_4cqrlwadcbce7dae25a63twi5u
by
Natasha Sharma,
Joel Mazer,
Meghan Stuart,
Christine Nattrass
2016
Abstract
Di-hadron correlations and jet-hadron correlations are frequently used to
study interactions of the Quark Gluon Plasma with the hard partons that form
jets. The existing background subtraction methods for these studies depend on
several assumptions and independent measurements of the Fourier coefficients of
the combinatorial background. In this paper, we present two background
subtraction methods which use the observation that the near-side correlation
signal is negligible for large separations between the associated particle and
the trigger. The combinatorial background is fit in this background-dominated
region. Including the reaction plane dependence of the raw correlation improves
these results. To test the accuracy of these methods, a simple model is used to
simulate di-hadron and jet-hadron correlations with a combinatorial background
similar to that observed in the data. The true signal is compared to the
extracted signal. The results are compared to results from two variants of the
Zero-Yield-At-Minimum (ZYAM) method. We test these methods for mid-peripheral
and central collisions and for di-hadron and jet-hadron correlations. These
methods are more precise than the ZYAM method with fewer assumptions about the
shape and level of the combinatorial background, even in central collisions
where the experimental resolution on the measurement of the reaction plane
dependence is poor. These methods will allow more accurate studies of
modifications of the away-side jet and will be particularly useful for studies
of jet-hadron correlations, where the combinatorial background is poorly
constrained from previous studies.
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