Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: B-Value and Empirical Equivalence Bound: A New Procedure of Hypothesis
  Testing   In this study, we propose a two-stage procedure for hypothesis testing, where
the first stage is conventional hypothesis testing and the second is an
equivalence testing procedure using an introduced Empirical Equivalence Bound.
In 2016, the American Statistical Association released a policy statement on
P-values to clarify the proper use and interpretation in response to the
criticism of reproducibility and replicability in scientific findings. A recent
solution to improve reproducibility and transparency in statistical hypothesis
testing is to integrate P-values (or confidence intervals) with practical or
scientific significance. Similar ideas have been proposed via the equivalence
test, where the goal is to infer equality under a presumption (null) of
inequality of parameters. However, in these testing procedures, the definition
of scientific significance/equivalence can be subjective. To circumvent this
drawback, we introduce a B-value and the Empirical Equivalence Bound, which are
both estimated from the data. Performing a second-stage equivalence test, our
procedure offers an opportunity to correct for false positive discoveries and
improve the reproducibility in findings across studies.

11
The categories of this paper are: hep-lat
28
The categories of this paper are: alg-geom
32
The categories of this paper are: atom-ph
1
The categories of this paper are: cs
23
The categories of this paper are: solv-int
10
The categories of this paper are: q-bio
20
The categories of this paper are: acc-phys
25
The categories of this paper are: patt-sol
18
The categories of this paper are: econ
21
The categories of this paper are: adap-org
26
The categories of this paper are: bayes-an
22
The categories of this paper are: chao-dyn
12
The categories of this paper are: nucl-th
9
The categories of this paper are: nlin
35
The categories of this paper are: mtrl-th
17
The categories of this paper are: q-fin