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reallyblaised committed Sep 24, 2024
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<div style="text-align:left;">
<img src="assets/ddmisid_logo.png" alt="Example postfit plot" style="width:20%; max-width:20%;">
<img src="assets/ddmisid_logo.png" alt="Example postfit plot" style="width:40%; max-width:40%;">
</div>

# DDMisID

Repository for the standalone tool **D**ata**D**riven**MisID** to extrapolate a misID template from a control region in data. Such a task is executed via the assignment of per-event weights.
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As an example, `DDmisID` extracts the true abundance of each species, in each bin of kinematics and occupancy, as yields extracted in fits such as this one:

<div style="text-align:center;">
<img src="assets/postfit.png" alt="Example postfit plot" style="width:100%; max-width:100%;">
<img src="assets/postfit.png" alt="Example postfit plot" style="width:66%; max-width:66%;">
</div>

*Binned maximum likelihood fit to orthogonal, high-purity partitions of the hadron-enriched data. The filled coloured histograms illustrate the post-fit extracted abundance of each species, accounting of cross-contamination between the partitions due to imperfect PID. Generated with in-house pseudo-data mimicking the LHCb reconstruction*.
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