Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Uncertain Neighbors: Bayesian Propensity Score Matching For Causal
  Inference   We compare the performance of standard nearest-neighbor propensity score
matching with that of an analogous Bayesian propensity score matching
procedure. We show that the Bayesian approach makes better use of available
information, as it makes less arbitrary decisions about which observations to
drop and which ones to keep in the matched sample. We conduct a simulation
study to evaluate the performance of standard and Bayesian nearest-neighbor
matching when matching is done with and without replacement. We then use both
methods to replicate a recent study about the impact of land reform on
guerrilla activity in Colombia.

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The categories of this paper are: nucl-ex
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The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
29
The categories of this paper are: funct-an
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The categories of this paper are: math-ph
10
The categories of this paper are: q-bio
1
The categories of this paper are: cs
20
The categories of this paper are: acc-phys
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The categories of this paper are: q-fin
33
The categories of this paper are: plasm-ph
9
The categories of this paper are: nlin
37
The categories of this paper are: supr-con
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The categories of this paper are: astro-ph
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The categories of this paper are: math
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The categories of this paper are: hep-th
3
The categories of this paper are: physics