Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Consistency of Importance Sampling estimates based on dependent sample
  sets and an application to models with factorizing likelihoods   In this paper, I proof that Importance Sampling estimates based on dependent
sample sets are consistent under certain conditions. This can be used to reduce
variance in Bayesian Models with factorizing likelihoods, using sample sets
that are much larger than the number of likelihood evaluations, a technique
dubbed Sample Inflation. I evaluate Sample Inflation on a toy Gaussian problem
and two Mixture Models.

13
The categories of this paper are: quant-ph
0
The categories of this paper are: hep-ph
10
The categories of this paper are: q-bio
34
The categories of this paper are: chem-ph
11
The categories of this paper are: hep-lat
36
The categories of this paper are: cmp-lg
23
The categories of this paper are: solv-int
28
The categories of this paper are: alg-geom
30
The categories of this paper are: q-alg
8
The categories of this paper are: hep-ex
3
The categories of this paper are: physics
27
The categories of this paper are: comp-gas
7
The categories of this paper are: hep-th
17
The categories of this paper are: q-fin
6
The categories of this paper are: astro-ph
22
The categories of this paper are: chao-dyn