Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Bayesian Approach To Histogram Comparison   Determining if two histograms are consistent, whether they have been drawn
from the same underlying distribution or not, is a common problem in physics.
Existing approaches are not only limited in power but also inapplicable to
histograms filled with importance weights, a common feature of Monte Carlo
simulations. From a Bayesian perspective, the comparison between a single
underlying distribution and two underlying distributions is readily solved
within the context of model comparison. I introduce an implementation of
Bayesian model comparison to the problem, including the extension to importance
sampling.

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The categories of this paper are: cs
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The categories of this paper are: funct-an
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The categories of this paper are: acc-phys
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The categories of this paper are: math
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The categories of this paper are: stat
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The categories of this paper are: gr-qc
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The categories of this paper are: quant-ph
25
The categories of this paper are: patt-sol
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The categories of this paper are: q-fin
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The categories of this paper are: nucl-th
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The categories of this paper are: cond-mat
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The categories of this paper are: mtrl-th
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The categories of this paper are: q-alg
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The categories of this paper are: hep-ph
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The categories of this paper are: nlin
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The categories of this paper are: hep-ex