The Astrophysical Journal · 2015 · 113 citations · 57 references
Natural SciencesAstronomyPhysicsAstrophysicsObservational AstronomyStellar AstronomyBlack HolesDead Time CorrectionDead Time EffectsDead Time Statistical EstimationMonte Carlo AnalysisPower DensitySignal-to-noise RatioSignal-to-noise Ratio EstimationTiming Signatures Of Black Hole BinariesWhite Noise
Timing of high-count-rate sources with the NuSTAR Small Explorer Mission requires specialized analysis techniques. NuSTAR was primarily designed for spectroscopic observations of sources with relatively low count rates rather than for timing analysis of bright objects. The instrumental dead time per event is relatively long (2.5 msec) and varies event-to-event by a few percent. The most obvious effect is a distortion of the white noise level in the power density spectrum (PDS) that cannot be easily modeled with standard techniques due to the variable nature of the dead time. In this paper, we show that it is possible to exploit the presence of two completely independent focal planes and use the cospectrum, the real part of the cross PDS, to obtain a good proxy of the white-noise-subtracted PDS. Thereafter, one can use a Monte Carlo approach to estimate the remaining effects of dead time, namely, a frequency-dependent modulation of the variance and a frequency-independent drop of the sensitivity to variability. In this way, most of the standard timing analysis can be performed, albeit with a sacrifice in signal-to-noise ratio relative to what would be achieved using more standard techniques. We apply this technique to NuSTAR observations of the black hole binaries GX 339-4, Cyg X-1 , and GRS 1915+105.
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Astropy: A community Python package for astronomy
Thomas Robitaille, Erik Tollerud, P. Greenfield et al. · Astronomy and Astrophysics · 2013 · 14.5K citations · Full text
Natural Sciences, Astronomy, Physics +13
Broad line emission from iron K- and L-shell transitions in the active galaxy 1H 0707-495
A. C. Fabian, Abderahmen Zoghbi, R. R. Ross et al. · Nature · 2009 · 599 citations
Natural Sciences, Astronomy, Physics +12
R B Davies, David Harte · Biometrika · 1987 · 530 citations