Mathematics – Probability
Scientific paper
Aug 2011
adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2011ycat..74100860a&link_type=abstract
VizieR On-line Data Catalog: J/MNRAS/410/860. Originally published in: 2011MNRAS.410..860A
Mathematics
Probability
Qsos, Spectroscopy
Scientific paper
We describe the application of non-negative matrix factorization to generate compact reconstructions of quasar spectra from the Sloan Digital Sky Survey (SDSS), with particular reference to broad absorption line quasars (BALQSOs). BAL properties are measured for SiIVλ1400, CIVλ1550, AlIIIλ1860 and MgIIλ2800, resulting in a catalogue of 3547 BALQSOs. Two corrections, based on extensive testing of synthetic BALQSO spectra, are applied in order to estimate the intrinsic fraction of CIV BALQSOs. First, the probability of an observed BALQSO spectrum being identified as such by our algorithm is calculated as a function of redshift, signal-to-noise ratio and BAL properties. Secondly, the different completenesses of the SDSS target selection algorithm for BALQSOs and non-BAL quasars are quantified.
(1 data file).
Allen Theodore J.
Belokurov Vasily
Hewett Paul C.
Maddox Natasha
Richards Gordon T.
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