Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Model-based simultaneous inference for multiple subgroups and multiple
  endpoints   Various methodological options exist on evaluating differences in both
subgroups and the overall population. Most desirable is the simultaneous study
of multiple endpoints in several populations. We investigate a newer method
using multiple marginal models (mmm) which allows flexible handling of multiple
endpoints, including continuous, binary or time-to-event data. This paper
explores the performance of mmm in contrast to the standard Bonferroni approach
via simulation. Mainly these methods are compared on the basis of their
familywise error rate and power under different scenarios, varying in sample
size and standard deviation. Additionally, it is shown that the method can deal
with overlapping subgroup definitions and different combinations of endpoints
may be assumed. The reanalysis of a clinical example shows a practical
application.

3
The categories of this paper are: physics
11
The categories of this paper are: hep-lat
17
The categories of this paper are: q-fin
30
The categories of this paper are: q-alg
24
The categories of this paper are: dg-ga
7
The categories of this paper are: hep-th
14
The categories of this paper are: math-ph
8
The categories of this paper are: hep-ex
22
The categories of this paper are: chao-dyn
4
The categories of this paper are: cond-mat
33
The categories of this paper are: plasm-ph
6
The categories of this paper are: astro-ph
28
The categories of this paper are: alg-geom
19
The categories of this paper are: eess
31
The categories of this paper are: ao-sci
32
The categories of this paper are: atom-ph