Vostat: A statistical web service for astronomers

Arnab Chakraborty, Eric D. Feigelson, G. Jogesh Babu

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

VOStat is aWeb service providing interactive statistical analysis of astronomical tabular datasets. It is integrated into the suite of analysis and visualization tools associated with the international Virtual Observatory (VO) through the SAMP communication system. A user supplies VOStat with a dataset extracted from the VO, or otherwise acquired, and chooses from among ~60 statistical functions. These include data transformations, plots and summaries, density estimation, one- and two-sample hypothesis tests, global and local regressions, multivariate analysis and clustering, spatial analysis, directional statistics, survival analysis (for censored data like upper limits), and time series analysis. The statistical operations are performed using the public domain R statistical software environment, including a small fraction of its >4000 CRAN add-on packages. The purpose of VOStat is to facilitate a wider range of statistical analyses than are commonly used in astronomy, and to promote use of more advanced methodology in R and CRAN.

Original languageEnglish (US)
Pages (from-to)295-305
Number of pages11
JournalPublications of the Astronomical Society of the Pacific
Volume125
Issue number925
DOIs
StatePublished - Mar 1 2013

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web services
observatories
observatory
time series analysis
astronomy
multivariate analysis
spatial analysis
statistical analysis
visualization
telecommunication
regression analysis
plots
statistics
methodology
computer programs
software
services
analysis
test
communications system

All Science Journal Classification (ASJC) codes

  • Astronomy and Astrophysics
  • Space and Planetary Science

Cite this

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Vostat : A statistical web service for astronomers. / Chakraborty, Arnab; Feigelson, Eric D.; Jogesh Babu, G.

In: Publications of the Astronomical Society of the Pacific, Vol. 125, No. 925, 01.03.2013, p. 295-305.

Research output: Contribution to journalArticle

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