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Fix energy_bias_resolution_from_energy_dispersion
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This function still assumed the wrong normalization of
the energy dispersion fixed in pyirf 0.10.
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maxnoe committed Oct 19, 2023
1 parent d050582 commit d72925a
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Showing 3 changed files with 8 additions and 1 deletion.
4 changes: 4 additions & 0 deletions docs/changes/268.bugfix.rst
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Fix ``pyirf.benchmarks.energy_bias_resolution_from_energy_dispersion``.
This function was not adapted to the now correct normalization of the
energy dispersion matrix, resulting in wrong results on the now correct
matrices.
3 changes: 2 additions & 1 deletion pyirf/benchmarks/energy_bias_resolution.py
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Expand Up @@ -131,7 +131,8 @@ def energy_bias_resolution_from_energy_dispersion(
Bin edges for the relative energy migration (``reco_energy / true_energy``)
"""

cdf = np.cumsum(energy_dispersion, axis=1)
bin_width = np.diff(migration_bins)
cdf = np.cumsum(energy_dispersion * bin_width[np.newaxis, :, np.newaxis], axis=1)

n_energy_bins, _, n_fov_bins = energy_dispersion.shape

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2 changes: 2 additions & 0 deletions pyirf/benchmarks/tests/test_bias_resolution.py
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Expand Up @@ -105,6 +105,8 @@ def test_energy_bias_resolution():
cdf[energy_bin, :, fov_bin] = norm.cdf(reco_energy, mu, sigma)

edisp = cdf[:, 1:, :] - cdf[:, :-1, :]
bin_width = np.diff(migra_bins)
edisp /= bin_width[np.newaxis, :, np.newaxis]

bias, resolution = energy_bias_resolution_from_energy_dispersion(
edisp,
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