Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Bootstrap Inference for Quantile Treatment Effects in Randomized
  Experiments with Matched Pairs   This paper examines methods of inference concerning quantile treatment
effects (QTEs) in randomized experiments with matched-pairs designs (MPDs).
Standard multiplier bootstrap inference fails to capture the negative
dependence of observations within each pair and is therefore conservative.
Analytical inference involves estimating multiple functional quantities that
require several tuning parameters. Instead, this paper proposes two bootstrap
methods that can consistently approximate the limit distribution of the
original QTE estimator and lessen the burden of tuning parameter choice. Most
especially, the inverse propensity score weighted multiplier bootstrap can be
implemented without knowledge of pair identities.

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The categories of this paper are: cs
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The categories of this paper are: q-fin
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The categories of this paper are: comp-gas
33
The categories of this paper are: plasm-ph
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The categories of this paper are: ao-sci
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The categories of this paper are: bayes-an
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The categories of this paper are: gr-qc
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The categories of this paper are: adap-org
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The categories of this paper are: dg-ga
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The categories of this paper are: nlin
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The categories of this paper are: astro-ph
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The categories of this paper are: stat
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The categories of this paper are: nucl-th
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The categories of this paper are: atom-ph
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The categories of this paper are: math-ph
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The categories of this paper are: cmp-lg