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heatmaps.rst

Heatmaps for First-generation Vector DM model
---------------------------------------------
The sensitivities derived from multiple distributions such as those discussed in the previous section are combined into
heatmaps’ which delineate exclusion regions and contours in the parameter space of
:math:`M_{\rm DM}`\ and :math:`M_{Z^{\prime}}`.
Heatmaps displaying 2D parameter space scans in mass corresponding to a fixed :math:`g_{\rm DM}=1` and
variable :math:`g_{q}`. The confidence level of exclusion represented corresponds to testing the full signal strength hypothesis against
the null background-only hypothesis. The combination of measurements entering into the confidence level presented here is the maximally sensitive
allowed grouping, considering all available measurements.
Legend:
.. figure:: images/colorbarkey.png
:scale: 100%
Heatmaps for :math:`g_{q}=0.5` , :math:`g_{DM} = 1`
Heatmap and contour for all available data (measurements from 7, 8 and 13 TeV runs in Rivet as of 21/9/2017)
.. image:: archive/latest/cl_all.png
.. image:: archive/latest/ct_all.png
To see where the sensitivity comes from, here's what we have from the inclusive, dijet and multijet measurements:
.. image:: archive/latest/cl_jets.png
.. image:: archive/latest/ct_jets.png
this is the exclusion from the W+jet and Z+jet measurements:
.. image:: archive/latest/cl_vj.png
.. image:: archive/latest/ct_vj.png
and here's what the various diboson measurements do.
.. image:: archive/latest/cl_db.png
.. image:: archive/latest/ct_db.png
The photon measurements (inclusive, photon+jet, diphoton) don't add anything significant for this model.
Finally, for reference, the heatmap and contour for all available 7 TeV data (similar dataset to the 2016 Contur paper)
.. image:: archive/latest/cl_7TeV.png
.. image:: archive/latest/ct_7TeV.png
And lower couplings: Heatmaps for :math:`g_{q}=0.25` , :math:`g_{DM} = 1`
Heatmap and contour for all available data (measurements from 7, 8 and 13 TeV runs in Rivet as of 21/9/2017)
.. image:: archive/latest/cl_all25.png
.. image:: archive/latest/ct_all25.png

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