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Background subtraction

 

Let's consider the spectral case first. Let be tex2html_wrap_inline17411 and tex2html_wrap_inline17413 the number of photon counts for each spectral bin in the source+background and the background spectra created via the Projection tasks. The two spectra are assumed to have the same bin structure. The background subtracted spectrum is then defined as follows:

displaymath17415

where tex2html_wrap_inline17417 and tex2html_wrap_inline17419 are the areas of the sky portions from which the source+background and the background spectra were obtained. The exposure time for the source+background spectra is assumed by default to be the same as the exposure time for the background one.

The corresponding statistical error is defined as

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This formula is modified consistently for data which have been already corrected in the Projection run in correction mode.

When data were not corrected within the Projection run, it might be necessary to keep into account the following: in a pointed observation different sky regions affect systematically different detector portions. Therefore when the source+background and the background spectra are taken from sky regions which are relatively far from each other, it may be necessary to keep into account the differences between the corresponding spectral correction vectors. Let be tex2html_wrap_inline17423 and tex2html_wrap_inline17425 the effective areas corresponding to each amplitude channel (ampl) of the two spectra (they are obtained from the corresponding correction vectors, which are effective areas as a function of energy). In this specific case the background subtraction is performed as

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All this is not applicable -- because not necessary -- whenever Projection was run in correction mode, since all spectra are processed in such a way that their correction vectors are all identical to the effective area on-axis.

As a last step the result spectra can be optionally rebinned, either interactively or automatically. The automatic rebin is performed in order to obtain for each of the new bins a signal to noise ratio not less than a specified value. Once the signal to noise ratio is fixed to a value tex2html_wrap_inline17433 , the new binsize of a spectral bin starting from a given amplitude channel tex2html_wrap_inline17435 is defined as  

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where tex2html_wrap_inline17439 is a multiple of the original spectra binsize (i.e. the binsize declared in the Projection command BIN AMPL which was used in creating the spectra). The sequence of binsizes in the rebinned spectrum is defined by the recursive

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The results of the spectral background subtraction are always converted into counts s tex2html_wrap_inline17443 bin tex2html_wrap_inline17445 .

Let's now briefly consider the light curve background subtraction case. Let be tex2html_wrap_inline17447 and tex2html_wrap_inline17449 the two sequences of time bins, and tex2html_wrap_inline17451 , tex2html_wrap_inline17453 the corresponding (optional) correction vectors (they are not produced when Projection is run in correction mode). The two light curves are assumed to have the same structure, i.e. the same binsizes, the same gaps and the same extension in time. The corrected and background subtracted light curve is then given by

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The results of the light curve background subtraction are always converted into counts s tex2html_wrap_inline17459 .

All the operations described above are automatically performed either via the Correction commands or (partly) within Projection run in correction mode (applicable only for PSPC data). In the following a detailed description of the correction commands syntax is given:


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Next: SET/PROJECTION CORRECT Up: Correction Commands Previous: Correction

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