Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: The Short-Cut Metropolis Method   I show how one can modify the random-walk Metropolis MCMC method in such a
way that a sequence of modified Metropolis updates takes little computation
time when the rejection rate is outside a desired interval. This allows one to
effectively adapt the scale of the Metropolis proposal distribution, by
performing several such "short-cut" Metropolis sequences with varying proposal
stepsizes. Unlike other adaptive Metropolis schemes, this method converges to
the correct distribution in the same fashion as the standard Metropolis method.

32
The categories of this paper are: atom-ph
6
The categories of this paper are: astro-ph
1
The categories of this paper are: cs
24
The categories of this paper are: dg-ga
29
The categories of this paper are: funct-an
8
The categories of this paper are: hep-ex
10
The categories of this paper are: q-bio
13
The categories of this paper are: quant-ph
33
The categories of this paper are: plasm-ph
7
The categories of this paper are: hep-th
12
The categories of this paper are: nucl-th
30
The categories of this paper are: q-alg
17
The categories of this paper are: q-fin
14
The categories of this paper are: math-ph
0
The categories of this paper are: hep-ph
34
The categories of this paper are: chem-ph