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The systematic shift could be done by running MC normally (with the 
uniform ideal gain of 1.0), and running recon using the 
<gain>shiftedGain</gain> option of EcalRawConverterDriver, which will run 
the hit reconstruction with a uniform gain of shiftedGain (!=1.0). This 
option was added for this exact purpose, when Pelle was doing a similar 
study.

There's nothing built in that would do the random shift. Pelle and I 
talked about doing this by making a copy of the text conditions with 
randomly smeared gains, and running the MC with the unsmeared gains and 
the recon with the smeared gains. This is harder to do with the database 
conditions.

You could write a driver that makes new hits, as you suggest. If you want 
your random per-crystal shifts to be consistent between runs of your 
analysis, you should either store them somewhere or generate them 
deterministically (e.g. seed Random() with the crystal number). Maybe 
you've already thought about this.

On Sun, 7 Dec 2014, Kyle McCarty wrote:

> Hello hps-software,
>
> I want to perform a study on how variations in beam energy calibrations
> affect trigger performance. I was going to do this by applying (for two
> different studies) a systematic shift to all hit energies and a Gaussian
> shift that is constant throughout the run, but random for each crystal.
>
> What is the best way to do this within the software? Is there a way to set
> the energy in the hits as they are processed? Should I create new hits and
> apply change the energy? Is there already a way to do this?
>
> Thanks,
>
> Kyle
>
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