Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Bootstrap resampling as a tool for radio-interferometric imaging
  fidelity assessment   We report on a numerical evaluation of the statistical bootstrap as a
technique for radio-interferometric imaging fidelity assessment. The
development of a fidelity assessment technique is an important scientific
prerequisite for automated pipeline reduction of data from modern radio
interferometers. We evaluate the statistical performance of two bootstrap
methods, the model-based bootstrap and subsample bootstrap, against a Monte
Carlo parametric simulation, using interferometric polarization calibration and
imaging as the representative problem under study. We find both statistical
resampling techniques to be viable approaches to radio-interferometric imaging
fidelity assessment which merit further investigation. We also report on the
development and implementation of a new self-calibration algorithm for
radio-interferometric polarimetry which makes no approximations for the
polarization source model.

10
The categories of this paper are: q-bio
9
The categories of this paper are: nlin
1
The categories of this paper are: cs
19
The categories of this paper are: eess
12
The categories of this paper are: nucl-th
27
The categories of this paper are: comp-gas
35
The categories of this paper are: mtrl-th
24
The categories of this paper are: dg-ga
13
The categories of this paper are: quant-ph
16
The categories of this paper are: stat
22
The categories of this paper are: chao-dyn
14
The categories of this paper are: math-ph
20
The categories of this paper are: acc-phys
5
The categories of this paper are: gr-qc
17
The categories of this paper are: q-fin
37
The categories of this paper are: supr-con