Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Estimation of Health and Demographic Indicators with Incomplete
  Geographic Information   In low and middle income countries, household surveys are a valuable source
of information for a range of health and demographic indicators. Increasingly,
subnational estimates are required for targeting interventions and evaluating
progress towards targets. In the majority of cases, stratified cluster sampling
is used, with clusters corresponding to enumeration areas. The reported
geographical information varies. A common procedure, to preserve
confidentiality, is to give a jittered location with the true centroid of the
cluster is displaced under a known algorithm. An alternative situation, which
was used for older surveys in particular, is to report the geographical region
within the cluster lies. In this paper, we describe a spatial hierarchical
model in which we account for inaccuracies in the cluster locations. The
computational algorithm we develop is fast and avoids the heavy computation of
a pure MCMC approach. We illustrate by simulation the benefits of the model,
over naive alternatives.

26
The categories of this paper are: bayes-an
25
The categories of this paper are: patt-sol
9
The categories of this paper are: nlin
29
The categories of this paper are: funct-an
15
The categories of this paper are: nucl-ex
22
The categories of this paper are: chao-dyn
37
The categories of this paper are: supr-con
2
The categories of this paper are: math
20
The categories of this paper are: acc-phys
19
The categories of this paper are: eess
17
The categories of this paper are: q-fin
34
The categories of this paper are: chem-ph
18
The categories of this paper are: econ
33
The categories of this paper are: plasm-ph
32
The categories of this paper are: atom-ph
3
The categories of this paper are: physics