Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Augmented Minimax Linear Estimation   Many statistical estimands can expressed as continuous linear functionals of
a conditional expectation function. This includes the average treatment effect
under unconfoundedness and generalizations for continuous-valued and
personalized treatments. In this paper, we discuss a general approach to
estimating such quantities: we begin with a simple plug-in estimator based on
an estimate of the conditional expectation function, and then correct the
plug-in estimator by subtracting a minimax linear estimate of its error. We
show that our method is semiparametrically efficient under weak conditions and
observe promising performance on both real and simulated data.

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The categories of this paper are: dg-ga
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The categories of this paper are: acc-phys
0
The categories of this paper are: hep-ph
10
The categories of this paper are: q-bio
4
The categories of this paper are: cond-mat
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The categories of this paper are: econ
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The categories of this paper are: chao-dyn
2
The categories of this paper are: math
33
The categories of this paper are: plasm-ph
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The categories of this paper are: nucl-th
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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: ao-sci
1
The categories of this paper are: cs
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The categories of this paper are: patt-sol
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The categories of this paper are: quant-ph