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Master thesis - UBC Physics & Astronomy

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28 M. Alexandersen : <strong>Master</strong> <strong>thesis</strong><br />

Figure 13. The DDD for the XMM PN observation of GRB031203,<br />

binned in bins of 20 pc, using fplot. It is clear that this form of binning<br />

cannot be good across the entire range in distances.<br />

way to Earth. The distance to the point of scattering, D i , for each event,<br />

can then be calculated using equation Eq. (11) rewritten as<br />

D i = 827 pc t i<br />

1 s<br />

1 arcsec 2<br />

, (14)<br />

where t i is the time since burst, and θ i is the scattering angle (the angle<br />

between the source GRB and the event, on the sky).<br />

These distances are then binned into bins of equal number of counts,<br />

rather than equal widths. This is done because the distances span over<br />

several orders of magnitude, from 10 1 pc to 10 4 pc. Constant bin size<br />

would give very few bins with a lot of counts at low distances, and very<br />

many bins, most of which would be empty, at high distances, as for example<br />

in Fig. 13. Binning instead with a constant number of counts in<br />

θ 2 i

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