[BLAST_ANAWARE] Minutes of the 2005/05/18 analysis meeting

From: Michael Kohl (kohlm@mit.edu)
Date: Wed May 18 2005 - 12:50:21 EDT


Hi,

another long minutes because people seem to like it ...
Let me know your comments.

Minutes:
Attending NM, VZ, AS, BT, DH, MK
        
-Deuteron recoil polarimetry: BT reports about a new paper from
 Juelich which demonstrates that scattering of unpolarized deuterons
 from an unpolarized target may tensor-polarize the transmitted
 deuterons as the d-p cross section for m=0 is different from m=+-1.
 This could have an impact on the deuteron recoil polarimetry results
 of e-d scattering.

-Radiative Montecarlo
 Nik and Vitaliy are working on implementing MASCARAD into
 BLASTMC. Goal is to have radiative processes in the generator.
 One task is to prove that the elastic and quasielastic
 asymmetries are affected only little (at the 1% level) by
 radiation. Equivalently expressed, 99% of the radiative effect would
 not depend on the helicity, and would hence cancel in the formation of
 the asymmetry.
 Second, it is desirable to have a kinematical match between Montecarlo
 and measured yields as a function of energy or invariant mass. The
 elastic (quasielastic) peak is broadened, possibly shifted, and skewed
 as it gets a tail on the high side.
 Another task is to provide an estimate of the elastic (quasielastic)
 radiation tail (which carries the asymmetry of elastic scattering)
 into the Delta region (which has a different asymmetry). Only a
 quantitative Montecarlo that accounts for the elastic radiative tail
 may provide access to asymmetries of the NDelta transition.
 With MASCARAD all radiation processes that occur in elastic
 scattering are accurately calculated without approximations. While
 the soft photon part of the code is reasonably fast, in the
 evaluation of the hard photon part complicated integrals occur, which
 are expensive in terms of CPU. These integrals may be tabulated.
 For our purpose, sticking with soft photons (i.e. Bethe-Heitler and
 vertex correction), even in peaking approximation is very likely good
 enough for our generator. Of course the hard part needs to be
 evaluated for the proof that the asymmetries are not affested much by
 radiation.
 There was also some discussion on radiation by the pions in the NDelta
 channel. While the radiation by pions is an order of magnitude more
 likely than by protons in the elastic scattering process, it may still
 be a small number compared to the Bethe-Heitler process. The pion
 radiation is again likely to be mostly independent of helicity and
 would therefore cancel in the NDelta asymmetries.
 The bottom line is, the MC generator should be made to work with soft
 photons for elastic scattering; everything beyond this is a correction
 to a correction.

-Combination of asymmetries
 We discussed the issue of how to get a correct asymmetry (and error or
 figure of merit) if the polarization (or polarization product)
 changes significantly between two datasets:

 Let the measured asymmetry A1exp for dataset 1 be
 A1exp = (N1+ - N1-)/(N1+ + N1-) = P1*A1, likewise for A2exp and A2
 for dataset 2, where P1(P2) are the average polarizations of dataset
 1(2).
 The physics observable is the asymmetry A which is probed by both
 datasets 1 and 2 statistically independently: A = A1 = A2 for N1,N2
 to infinity.

 The usual approach to extract A from the total dataset is to evaluate
 the total asymmetry and normalize to the average polarization:
 <A> = (1/<P>)*(N+ - N-)/(N+ + N-)
     = (1/<P>)*(1/(N1+N2))*(N1+ - N1- + N2+ - N2-)
     = (1/<P>)*(1/(N1+N2))*(N1*A1exp + N2*A2exp)
     = (1/<P>)*(1/(N1+N2))*(N1*P1*A1 + N2*P2*A2),
 where <P> = (N1*P1 + N2*P2) / (N1 + N2) and hence
 <A> = (N1*P1*A1 + N2*P2*A2) / (N1*P1 + N2*P2) (1)
     = (N1*A1exp + N2*A2exp) / (N1*P1 + N2*P2)
 i.e. the average asymmetry would be obtained by weighting the
 individual asymmetries by the individual yield times polarization.
 The statistical error amounts to
 1/dA^2 = (N1+N2)*<P>^2 = FOM
        = (N1 + N2)*(N1*P1 + N2*P2)^2 / (N1 + N2)^2
        = (N1*P1 + N2*P2)^2 / (N1 + N2) (2)
 This implies e.g. that if dataset 2 is unpolarized (P2=0), the figure
 of merit would become worse than the FOM1 of dataset 1 alone.

 The more natural approach would be to consider A1 and A2 as two
 independent measurements of the same quantity A, and thus write
 the average asymmetry as an error-weighted mean:
 <A> = (A1/dA1^2 + A2/dA2^2) / (1/dA1^2 + 1/dA2^2),
 where 1/dA1^2 = N1*P1^2 = FOM1, 1/dA2^2 = N2*P2^2 = FOM2 and thus
 1/dA^2 = N1*P1^2 + N2*P2^2 = FOM (figure of merit). (3)
 Therefore,
 <A> = (N1*P1^2*A1 + N2*P2^2*A2) / (N1*P1^2 + N2*P2^2) (4)
     = (N1*P1*A1exp + N2*P2*A2exp) / (N1*P1^2 + N2*P2^2)
 This way, the overall FOM can only grow as soon as a dataset with any
 nonzero polarization is added, and it cannot become smaller, even if an
 unpolarized dataset is added.

 Comparing Eqs. (1) and (4), we see that once the polarizations enter
 linearly and once quadratically. In fact, as long as the variation of
 P is small between two datasets (or within Gaussian statistics), both
 equations (1) and (4) give the same result, and so do Eqs. (2) and (3)
 for the resulting error of FOM.
 However, as soon as the polarizations P1 and P2 differ significantly,
 the equations for both the asymmetry and for the error give different
 results, in fact the asymmetry error from the first approach is
 always larger than the one from the second (correct) approach.
 Equivalently, as soon as <P^2> != <P>^2, it starts to matter.
 Note that there is no need at all for P to be Gaussian-distributed!

 For 2004 we are lucky that hPz and Pzz are mostly constant and high.
 However, this year's data has a lot more variation (hPz varies between
 0.3 and 0.5, alomost a factor 2!)

 It is suggested to bin the data into datasets of piecewise constant
 polarization and pursue the second approach to obtain a resulting asymmetry.

Regards,
 
     Michael
  

-- 

+-------------------------------------+--------------------------+ | Office: | Home: | |-------------------------------------|--------------------------| | Dr. Michael Kohl | Michael Kohl | | Laboratory for Nuclear Science | 5 Ibbetson Street | | MIT-Bates Linear Accelerator Center | Somerville, MA 02143 | | Middleton, MA 01949 | U.S.A. | | U.S.A. | | | - - - - - - - - - - - - | - - - - - - - - -| | Email: kohlm@mit.edu | K.Michael.Kohl@gmx.de | | Work: +1-617-253-9207 | Home: +1-617-629-3147 | | Fax: +1-617-253-9599 | Mobile: +1-978-580-4190 | | http://blast.lns.mit.edu | | +-------------------------------------+--------------------------+



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