Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Bayesian Interval Dose-Finding Design Addressing Ockham's Razor:
  mTPI-2   There has been an increasing interest in using interval-based Bayesian
designs for dose finding, one of which is the modified toxicity probability
interval (mTPI) method. We show that the decision rules in mTPI correspond to
an optimal rule under a formal Bayesian decision theoretic framework. However,
the probability models in mTPI are overly sharpened by the Ockham's razor,
which, while in general helps with parsimonious statistical inference, leads to
suboptimal decisions in small-sample inference such as dose finding. We propose
a new framework that blunts the Ockham's razor, and demonstrate the superior
performance of the new method, called mTPI-2. An online web tool is provided
for users who can generate the design, conduct clinical trials, and examine
operating characteristics of the designs through big data and crowd sourcing.

11
The categories of this paper are: hep-lat
37
The categories of this paper are: supr-con
3
The categories of this paper are: physics
19
The categories of this paper are: eess
23
The categories of this paper are: solv-int
1
The categories of this paper are: cs
5
The categories of this paper are: gr-qc
32
The categories of this paper are: atom-ph
35
The categories of this paper are: mtrl-th
10
The categories of this paper are: q-bio
13
The categories of this paper are: quant-ph
15
The categories of this paper are: nucl-ex
28
The categories of this paper are: alg-geom
8
The categories of this paper are: hep-ex
4
The categories of this paper are: cond-mat
2
The categories of this paper are: math