Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Identifying Causal Effects with Computer Algebra   The long-standing identification problem for causal effects in graphical
models has many partial results but lacks a systematic study. We show how
computer algebra can be used to either prove that a causal effect can be
identified, generically identified, or show that the effect is not generically
identifiable. We report on the results of our computations for linear
structural equation models, where we determine precisely which causal effects
are generically identifiable for all graphs on three and four vertices.

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The categories of this paper are: funct-an
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The categories of this paper are: supr-con
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The categories of this paper are: nucl-ex
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The categories of this paper are: chao-dyn
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The categories of this paper are: alg-geom
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The categories of this paper are: nlin
4
The categories of this paper are: cond-mat
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The categories of this paper are: comp-gas
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The categories of this paper are: gr-qc
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The categories of this paper are: math-ph
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The categories of this paper are: adap-org
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The categories of this paper are: astro-ph
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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: hep-ex
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The categories of this paper are: eess