Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A factor-adjusted multiple testing of general alternatives   Factor-adjusted multiple testing is used for handling strong correlated
tests. Since most of previous works control the false discovery rate under
sparse alternatives, we develop a two-step method, namely the AdaFAT, for any
true false proportion. In this paper, the proposed procedure is adjusted by
latent factor loadings. Under the existence of explanatory variables, a uniform
convergence rate of the estimated factor loadings is given. We also show that
the power of AdaFAT goes to one along with the controlled false discovery rate.
The performance of the proposed procedure is examined through simulations
calibrated by China A-share market.

5
The categories of this paper are: gr-qc
10
The categories of this paper are: q-bio
23
The categories of this paper are: solv-int
28
The categories of this paper are: alg-geom
31
The categories of this paper are: ao-sci
8
The categories of this paper are: hep-ex
29
The categories of this paper are: funct-an
13
The categories of this paper are: quant-ph
34
The categories of this paper are: chem-ph
27
The categories of this paper are: comp-gas
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The categories of this paper are: acc-phys
30
The categories of this paper are: q-alg
4
The categories of this paper are: cond-mat
9
The categories of this paper are: nlin
11
The categories of this paper are: hep-lat
14
The categories of this paper are: math-ph