Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Semiparametric correction for endogenous truncation bias with Vox Populi
  based participation decision   We synthesize the knowledge present in various scientific disciplines for the
development of semiparametric endogenous truncation-proof algorithm, correcting
for truncation bias due to endogenous self-selection. This synthesis enriches
the algorithm's accuracy, efficiency and applicability. Improving upon the
covariate shift assumption, data are intrinsically affected and largely
generated by their own behavior (cognition). Refining the concept of Vox Populi
(Wisdom of Crowd) allows data points to sort themselves out depending on their
estimated latent reference group opinion space. Monte Carlo simulations, based
on 2,000,000 different distribution functions, practically generating 100
million realizations, attest to a very high accuracy of our model.

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The categories of this paper are: cmp-lg
6
The categories of this paper are: astro-ph
5
The categories of this paper are: gr-qc
34
The categories of this paper are: chem-ph
21
The categories of this paper are: adap-org
20
The categories of this paper are: acc-phys
26
The categories of this paper are: bayes-an
0
The categories of this paper are: hep-ph
15
The categories of this paper are: nucl-ex
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The categories of this paper are: alg-geom
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The categories of this paper are: dg-ga
4
The categories of this paper are: cond-mat
22
The categories of this paper are: chao-dyn
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The categories of this paper are: eess
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The categories of this paper are: atom-ph
3
The categories of this paper are: physics