Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Identifying Conditional Causal Effects   This paper concerns the assessment of the effects of actions from a
combination of nonexperimental data and causal assumptions encoded in the form
of a directed acyclic graph in which some variables are presumed to be
unobserved. We provide a procedure that systematically identifies cause effects
between two sets of variables conditioned on some other variables, in time
polynomial in the number of variables in the graph. The identifiable
conditional causal effects are expressed in terms of the observed joint
distribution.

29
The categories of this paper are: funct-an
20
The categories of this paper are: acc-phys
3
The categories of this paper are: physics
28
The categories of this paper are: alg-geom
10
The categories of this paper are: q-bio
13
The categories of this paper are: quant-ph
7
The categories of this paper are: hep-th
0
The categories of this paper are: hep-ph
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The categories of this paper are: q-alg
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The categories of this paper are: atom-ph
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The categories of this paper are: dg-ga
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The categories of this paper are: comp-gas
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The categories of this paper are: bayes-an
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The categories of this paper are: chem-ph
23
The categories of this paper are: solv-int
11
The categories of this paper are: hep-lat