Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards replicability with confidence intervals for the exceedance
  probability   Several scientific fields including psychology are undergoing a replication
crisis. There are many reasons for this problem, one of which is a misuse of
p-values. There are several alternatives to p-values, and in this paper we
describe a complement that is geared towards replication. In particular, we
focus on confidence intervals for the probability that a parameter estimate
will exceed a specified value in an exact replication study. These intervals
convey uncertainty in a way that p-values and standard confidence intervals do
not, and can help researchers to draw sounder scientific conclusions. After
briefly reviewing background on p-values and a few alternatives, we describe
our approach and provide examples with simulated and real data. For linear
models, we also describe how confidence intervals for the exceedance
probability are related to p-values and confidence intervals for parameters.

31
The categories of this paper are: ao-sci
4
The categories of this paper are: cond-mat
33
The categories of this paper are: plasm-ph
27
The categories of this paper are: comp-gas
13
The categories of this paper are: quant-ph
29
The categories of this paper are: funct-an
32
The categories of this paper are: atom-ph
14
The categories of this paper are: math-ph
22
The categories of this paper are: chao-dyn
2
The categories of this paper are: math
36
The categories of this paper are: cmp-lg
11
The categories of this paper are: hep-lat
24
The categories of this paper are: dg-ga
12
The categories of this paper are: nucl-th
15
The categories of this paper are: nucl-ex
19
The categories of this paper are: eess