Journal article
Nonparametric Estimation of the Size and Waiting Time Distributions of Pulsar Glitches
G Howitt, A Melatos, A Delaigle
Astrophysical Journal | IOP Publishing Ltd | Published : 2018
Abstract
Glitch size and waiting time probability density functions (PDFs) are estimated for the five pulsars that have glitched the most using the nonparametric kernel density estimator. Two objects exhibit decreasing size and waiting time PDFs. Their activity is Poisson-like, and their size statistics are approximately scale-invariant. Three objects exhibit a statistically significant local maximum in the PDFs, including one (PSR J1341-6220), which was classified as Poisson-like in previous analyses. Their activity is quasiperiodic, although the dispersion in waiting times is relatively broad. The classification is robust: it is preserved across a wide range of bandwidth choices. There is no compel..
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Grants
Awarded by Australian Research Council
Funding Acknowledgements
The authors record their warm and respectful gratitude to the late Professor Peter Gavin Hall at the University of Melbourne for his input during the early part of this work, including his recommendation to use the KDE technique and his expert guidance concerning smoothing and edge correction issues. This research was supported by the Australian Research Council through a discovery project grant and the Centre of Excellence for Gravitational Wave Discovery (OzGrav; project number CE170100004). A.D. is supported by the Australian Research Council by a Future Fellowship (FT130100098).