From: "Dennis H. Wright" <wright@triumf.ca>
Date: Mon, 7 Feb 2000 17:31:45 -0700
To: e614software@relay.phys.ualberta.ca
Subject: E614 Software Meeting Minutes (7 Feb 00)
Minutes of the E614 Software Meeting
7 February 2000
Discussion of blind data analysis :
As a means of removing bias from the analysis of the final data
sets a blind analysis of simulated data has been proposed. Various
physical parameters (such as Michel parameters) would be slightly
altered then used to generate Monte Carlo data. Analysis of this
data would proceed without prior knowledge of the parameter values.
Once the analysis produced the correct physical parameters, it
could be used on the real data.
The same procedure might be used to check whether wire positions
are correctly extracted from the calibration data. In this case
Monte Carlo data would be generated in which wires were displaced
from their nominal positions but only the generator of the MC data
would know the displacement values.
Background subtraction would also be checked using a blind analysis
of Monte Carlo data.
There should be a logical separation of the tracking routines from
the response function fitting routines which will be used to
extract the Michel parameters.
Large numbers of simulated events (about 10% of the real data sample)
will need to be generated in order to correctly reproduce detector
response functions. It has been suggested that the Pentium farm at
Alberta could help out in this regard.
Thus far it has been conlcuded that no change in the analysis code
is required to accommodate a blind analysis as long as Monte Carlo
history banks are included in the simulated data.
E614 Software Meeting Minutes (7 Feb 00) / "Dennis H. Wright"
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