From: Andrei Gaponenko <agapon@relay.phys.ualberta.ca>
Date: Thu, 27 Sep 2001 14:31:03 -0600 (MDT)
To: e614-s1@relay.phys.ualberta.ca
Subject: Michel spectrum fitting and sensitivity to E-scale


A current status of a study of Michel parameters sensitivity 
to the energy scale is described in the attached PS file.
Other two attachments are examples of the fitting function output
mentioned in the first document.

Please send me comments/suggestions about Michel spectrum fitting.
It seems something is wrong here... But I don't know what.

Andrei

Description: Method description and plots , Filename: e-sensitivity.ps.gz

  *******************************************
  *                                         *
  *        W E L C O M E  to  R O O T       *
  *                                         *
  *   Version   3.02/00 23 September 2001   *
  *                                         *
  *  You are welcome to visit our Web site  *
  *          http://root.cern.ch            *
  *                                         *
  *******************************************

Compiled with thread support.

CINT/ROOT C/C++ Interpreter version 5.15.10, Aug 12 2001
Type ? for help. Commands must be C++ statements.
Enclose multiple statements between { }.

Processing batch_fitLog.C...
namecyc: es_7;1
namecyc: es_6;1
namecyc: es_5;1
namecyc: es_4;1
namecyc: es_3;1
namecyc: es_2;1
namecyc: es_1;1
namecyc: es0;1
namecyc: es1;1
namecyc: es2;1
namecyc: es3;1
namecyc: es4;1
namecyc: es5;1
namecyc: es6;1
namecyc: es7;1
Processing es_7
title = SM, dEScale = -0.0014
dScale = -0.0014
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14451.3
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36781.5 FROM MINOS     STATUS=PROBLEMS      894 CALLS        1295 TOTAL
                     EDM=0.0151899    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44513e+04     fixed    
   2  EScale       9.98600e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.49518e-01   7.53778e-04  -7.57463e-04   7.44789e-04
   5  Eta         -2.64480e-02   2.39275e-02  -2.41910e-02   2.36683e-02
   6  Xi           1.00052e+00   1.15389e-03                            
   7  Delta        7.49370e-01   1.27670e-03  -1.17782e-03              
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_6
title = SM, dEScale = -0.0012
dScale = -0.0012
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14452.1
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36981.2 FROM MINOS     STATUS=PROBLEMS      703 CALLS        1193 TOTAL
                     EDM=0.00168617    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44521e+04     fixed    
   2  EScale       9.98800e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50916e-01   7.66948e-04  -7.47484e-04   7.55749e-04
   5  Eta          2.79093e-02   2.40320e-02  -2.40565e-02   2.39390e-02
   6  Xi           9.99197e-01   1.16070e-03                 1.06168e-03
   7  Delta        7.51517e-01   1.30130e-03  -1.17711e-03   1.17779e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_5
title = SM, dEScale = -0.001
dScale = -0.001
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14447.4
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36782.2 FROM MINOS     STATUS=PROBLEMS      660 CALLS         937 TOTAL
                     EDM=0.000298935    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44474e+04     fixed    
   2  EScale       9.99000e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50550e-01   7.66390e-04  -7.53471e-04   7.55854e-04
   5  Eta          4.59569e-02   2.40738e-02  -2.41255e-02   2.38624e-02
   6  Xi           1.00196e+00   1.14628e-03                 1.06515e-03
   7  Delta        7.48945e-01   1.27721e-03                 1.16960e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_4
title = SM, dEScale = -0.0008
dScale = -0.0008
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14445
 FCN=36857.5 FROM MINOS     STATUS=PROBLEMS     1009 CALLS        1216 TOTAL
                     EDM=0.0778583    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44450e+04     fixed    
   2  EScale       9.99200e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50438e-01   7.55807e-04  -8.07108e-04   7.21059e-04
   5  Eta          1.89727e-03   2.39781e-02                 2.19628e-02
   6  Xi           9.99952e-01   1.15402e-03                 9.17624e-04
   7  Delta        7.50568e-01   1.27846e-03                 1.26204e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_3
title = SM, dEScale = -0.0006
dScale = -0.0006
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14443.8
 FCN=36833.7 FROM MINOS     STATUS=SUCCESSFUL    643 CALLS         870 TOTAL
                     EDM=0.0017875    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44438e+04     fixed    
   2  EScale       9.99400e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.48606e-01   7.67932e-04  -7.62723e-04   7.46604e-04
   5  Eta         -2.66042e-03   2.40317e-02  -2.39269e-02   2.40464e-02
   6  Xi           1.00181e+00   1.15480e-03  -1.04983e-03   1.05347e-03
   7  Delta        7.47267e-01   1.28891e-03  -1.17129e-03   1.15052e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_2
title = SM, dEScale = -0.0004
dScale = -0.0004
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14442.4
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36887.4 FROM MINOS     STATUS=PROBLEMS      796 CALLS        1180 TOTAL
                     EDM=0.00387838    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44424e+04     fixed    
   2  EScale       9.99600e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50331e-01   7.60288e-04  -7.59886e-04   7.49735e-04
   5  Eta         -4.75462e-03   2.39899e-02  -2.37967e-02              
   6  Xi           9.99731e-01   1.14459e-03                 1.06700e-03
   7  Delta        7.50673e-01   1.27285e-03  -1.19301e-03   1.15962e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_1
title = SM, dEScale = -0.0002
dScale = -0.0002
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14440.2
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36866.3 FROM MINOS     STATUS=PROBLEMS     1208 CALLS        1487 TOTAL
                     EDM=0.000595329    STRATEGY= 1  ERROR MATRIX UNCERTAINTY   1.2 per cent
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44402e+04     fixed    
   2  EScale       9.99800e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.49338e-01   4.37872e-04  -3.91259e-04   4.36655e-04
   5  Eta          8.32192e-03   2.36640e-02  -2.33942e-02   2.39669e-02
   6  Xi           9.99640e-01   9.02280e-04                 8.96955e-04
   7  Delta        7.49352e-01   2.34155e-04                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es0
title = SM, dEScale = 0
dScale = 0
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14439.8
 FCN=36873.7 FROM MINOS     STATUS=PROBLEMS     2378 CALLS        2607 TOTAL
                     EDM=0.0119174    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44398e+04     fixed    
   2  EScale       1.00000e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50345e-01   1.87188e-04                 7.32351e-04
   5  Eta          1.43776e-02   1.75048e-02                            
   6  Xi           9.99861e-01   3.69728e-04  -1.06094e-03   1.05060e-03
   7  Delta        7.50721e-01   2.86388e-04  -1.03996e-03              
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es1
title = SM, dEScale = 0.0002
dScale = 0.0002
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14441.2
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36888.3 FROM MINOS     STATUS=PROBLEMS      599 CALLS         932 TOTAL
                     EDM=0.00672377    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44412e+04     fixed    
   2  EScale       1.00020e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.48901e-01   7.63463e-04  -7.55023e-04              
   5  Eta          1.69158e-02   2.40130e-02  -2.39562e-02              
   6  Xi           1.00150e+00   1.16192e-03  -1.04571e-03   1.05639e-03
   7  Delta        7.47645e-01   1.29003e-03  -1.16817e-03              
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es2
title = SM, dEScale = 0.0004
dScale = 0.0004
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14433.7
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36982.3 FROM MINOS     STATUS=PROBLEMS     2676 CALLS        2905 TOTAL
                     EDM=0.000531407    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44337e+04     fixed    
   2  EScale       1.00040e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50080e-01   1.15519e-04  -7.95311e-04              
   5  Eta          4.35544e-02   1.36544e-02                 2.23771e-02
   6  Xi           1.00037e+00   2.94987e-04  -1.04264e-03              
   7  Delta        7.49673e-01   1.65158e-04                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es3
title = SM, dEScale = 0.0006
dScale = 0.0006
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14431.6
 FCN=36923.2 FROM MINOS     STATUS=PROBLEMS     1394 CALLS        1638 TOTAL
                     EDM=1.33462    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44316e+04     fixed    
   2  EScale       1.00060e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50567e-01   9.47411e-04  -6.77793e-04   7.79136e-04
   5  Eta          3.52368e-02   4.50315e-02                            
   6  Xi           9.99743e-01   6.20149e-04                            
   7  Delta        7.50660e-01   5.04965e-04  -1.15936e-03              
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es4
title = SM, dEScale = 0.0008
dScale = 0.0008
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14431.8
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36929.9 FROM MINOS     STATUS=PROBLEMS      932 CALLS        1172 TOTAL
                     EDM=0.0010367    STRATEGY= 1  ERROR MATRIX UNCERTAINTY   2.8 per cent
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44318e+04     fixed    
   2  EScale       1.00080e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50423e-01   4.28595e-04  -7.61272e-04              
   5  Eta         -7.86687e-03   2.30990e-02  -2.28711e-02   2.25485e-02
   6  Xi           1.00146e+00   9.00913e-04                 1.04267e-03
   7  Delta        7.49559e-01   3.50849e-04                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es5
title = SM, dEScale = 0.001
dScale = 0.001
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14428.8
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36978.8 FROM MINOS     STATUS=PROBLEMS      739 CALLS        1047 TOTAL
                     EDM=0.00105376    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44288e+04     fixed    
   2  EScale       1.00100e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.49904e-01   7.59098e-04  -7.59860e-04   7.59019e-04
   5  Eta         -3.37509e-02   2.40177e-02  -2.42073e-02              
   6  Xi           9.98624e-01   1.15036e-03  -1.06130e-03              
   7  Delta        7.51181e-01   1.27435e-03                 1.18860e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es6
title = SM, dEScale = 0.0012
dScale = 0.0012
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14428.6
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=36881.9 FROM MINOS     STATUS=PROBLEMS      654 CALLS        1046 TOTAL
                     EDM=0.15163    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44286e+04     fixed    
   2  EScale       1.00120e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50586e-01   7.73487e-04  -7.60612e-04   7.65103e-04
   5  Eta          1.72875e-02   2.41117e-02  -2.41160e-02   2.40495e-02
   6  Xi           9.99230e-01   1.15535e-03                 1.05524e-03
   7  Delta        7.50845e-01   1.29279e-03                 1.18215e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es7
title = SM, dEScale = 0.0014
dScale = 0.0014
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14425.9
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=37028.9 FROM MINOS     STATUS=PROBLEMS     1485 CALLS        1715 TOTAL
                     EDM=6.02235e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44259e+04     fixed    
   2  EScale       1.00140e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50059e-01   5.31706e-04  -7.45027e-04   7.84167e-04
   5  Eta          5.37530e-04   3.27747e-02  -2.39672e-02   2.41191e-02
   6  Xi           9.98364e-01   7.79399e-04  -1.06061e-03   1.05388e-03
   7  Delta        7.51098e-01   5.65075e-04                 1.21028e-03
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Min scale = 0.9986
Max scale = 1.0014
Booking with: (15, -0.0015, 0.0015)
escale = -0.0014
ibin = 1
escale = -0.0012
ibin = 2
escale = -0.001
ibin = 3
escale = -0.0008
ibin = 4
escale = -0.0006
ibin = 5
escale = -0.0004
ibin = 6
escale = -0.0002
ibin = 7
escale = 0
ibin = 8
escale = 0.0002
ibin = 9
escale = 0.0004
ibin = 10
escale = 0.0006
ibin = 11
escale = 0.0008
ibin = 12
escale = 0.001
ibin = 13
escale = 0.0012
ibin = 14
escale = 0.0014
ibin = 15
1990.48user 1.09system 34:46.73elapsed 95%CPU (0avgtext+0avgdata 0maxresident)k
0inputs+0outputs (2386major+3853minor)pagefaults 0swaps
  *******************************************
  *                                         *
  *        W E L C O M E  to  R O O T       *
  *                                         *
  *   Version   3.02/00 23 September 2001   *
  *                                         *
  *  You are welcome to visit our Web site  *
  *          http://root.cern.ch            *
  *                                         *
  *******************************************

Compiled with thread support.

CINT/ROOT C/C++ Interpreter version 5.15.10, Aug 12 2001
Type ? for help. Commands must be C++ statements.
Enclose multiple statements between { }.

Processing batch_fitChi2.C...
namecyc: es_7;1
namecyc: es_6;1
namecyc: es_5;1
namecyc: es_4;1
namecyc: es_3;1
namecyc: es_2;1
namecyc: es_1;1
namecyc: es0;1
namecyc: es1;1
namecyc: es2;1
namecyc: es3;1
namecyc: es4;1
namecyc: es5;1
namecyc: es6;1
namecyc: es7;1
Processing es_7
title = SM, dEScale = -0.0014
dScale = -0.0014
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14451.3
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2572.99 FROM MINOS     STATUS=FAILURE       951 CALLS        1534 TOTAL
                     EDM=12.5019    STRATEGY= 1      ERR MATRIX NOT POS-DEF
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44513e+04     fixed    
   2  EScale       9.98600e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.49529e-01   1.41431e-04                            
   5  Eta         -2.67885e-02   2.70012e-02                            
   6  Xi           1.00058e+00   1.56900e-04                            
   7  Delta        7.49344e-01   1.08282e-04                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_6
title = SM, dEScale = -0.0012
dScale = -0.0012
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14452.1
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2772.09 FROM MINOS     STATUS=PROBLEMS      638 CALLS        1370 TOTAL
                     EDM=0.0796056    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44521e+04     fixed    
   2  EScale       9.98800e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50775e-01   7.54214e-04                            
   5  Eta          2.08104e-02   2.40556e-02  -1.82436e-02              
   6  Xi           9.99138e-01   1.05693e-03                            
   7  Delta        7.51447e-01   1.16982e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_5
title = SM, dEScale = -0.001
dScale = -0.001
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14447.4
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2573.69 FROM MINOS     STATUS=FAILURE       707 CALLS        1130 TOTAL
                     EDM=0.150641    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44474e+04     fixed    
   2  EScale       9.99000e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50718e-01   6.91388e-04                            
   5  Eta          4.55864e-02   2.30758e-02                            
   6  Xi           1.00173e+00   1.01785e-03                            
   7  Delta        7.49331e-01   1.10398e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_4
title = SM, dEScale = -0.0008
dScale = -0.0008
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14445
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 NEW MINIMUM FOUND.  GO BACK TO MINIMIZATION STEP.
 =================================================
                                                  V
                                                  V
                                                  V
                                               VVVVVVV
                                                VVVVV
                                                 VVV
                                                  V

 FUNCTION MUST BE MINIMIZED BEFORE CALLING MIGRAD  
 NEW MINIMUM FOUND.  GO BACK TO MINIMIZATION STEP.
 =================================================
                                                  V
                                                  V
                                                  V
                                               VVVVVVV
                                                VVVVV
                                                 VVV
                                                  V

 FUNCTION MUST BE MINIMIZED BEFORE CALLING MIGRAD  
 FCN=2650.39 FROM MINOS     STATUS=FAILURE       634 CALLS        2222 TOTAL
                     EDM=2.79149    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44450e+04     fixed    
   2  EScale       9.99200e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50604e-01   6.71971e-04                            
   5  Eta         -1.06707e-03   2.32440e-02                            
   6  Xi           9.99519e-01   9.91174e-04                            
   7  Delta        7.51119e-01   1.04007e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_3
title = SM, dEScale = -0.0006
dScale = -0.0006
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14443.8
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2626.29 FROM MINOS     STATUS=FAILURE       732 CALLS        1321 TOTAL
                     EDM=1.14367    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44438e+04     fixed    
   2  EScale       9.99400e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.48624e-01   7.00384e-04                            
   5  Eta         -9.54041e-04   2.33760e-02                            
   6  Xi           1.00193e+00   1.05045e-03                            
   7  Delta        7.47198e-01   1.12622e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_2
title = SM, dEScale = -0.0004
dScale = -0.0004
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14442.4
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2680.76 FROM MINOS     STATUS=FAILURE       786 CALLS        1260 TOTAL
                     EDM=0.249478    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44424e+04     fixed    
   2  EScale       9.99600e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50145e-01   7.30099e-04                            
   5  Eta         -5.04193e-03   2.37006e-02                            
   6  Xi           9.99901e-01   1.07947e-03                            
   7  Delta        7.50323e-01   1.18152e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es_1
title = SM, dEScale = -0.0002
dScale = -0.0002
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14440.2
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 NEW MINIMUM FOUND.  GO BACK TO MINIMIZATION STEP.
 =================================================
                                                  V
                                                  V
                                                  V
                                               VVVVVVV
                                                VVVVV
                                                 VVV
                                                  V

 FUNCTION MUST BE MINIMIZED BEFORE CALLING MIGRAD  
 FCN=2658.86 FROM MINOS     STATUS=FAILURE      1007 CALLS        2128 TOTAL
                     EDM=0.0122127    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44402e+04     fixed    
   2  EScale       9.99800e-01     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.49349e-01   1.00660e-05                            
   5  Eta          6.24064e-03   7.17462e-05                            
   6  Xi           9.99610e-01   3.76309e-05                            
   7  Delta        7.49408e-01   9.28177e-05                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es0
title = SM, dEScale = 0
dScale = 0
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14439.8
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2667.21 FROM MINOS     STATUS=FAILURE       630 CALLS        1182 TOTAL
                     EDM=0.137922    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44398e+04     fixed    
   2  EScale       1.00000e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50141e-01   7.48509e-04                            
   5  Eta          8.24707e-03   2.37400e-02                            
   6  Xi           9.99853e-01   1.02331e-03                            
   7  Delta        7.50529e-01   1.14245e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es1
title = SM, dEScale = 0.0002
dScale = 0.0002
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14441.2
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2681.07 FROM MINOS     STATUS=FAILURE       627 CALLS        1082 TOTAL
                     EDM=2.68533    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44412e+04     fixed    
   2  EScale       1.00020e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.48884e-01   7.43892e-04                            
   5  Eta          1.56808e-02   2.38227e-02                            
   6  Xi           1.00151e+00   1.05263e-03                            
   7  Delta        7.47633e-01   1.16507e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es2
title = SM, dEScale = 0.0004
dScale = 0.0004
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14433.7
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 NEW MINIMUM FOUND.  GO BACK TO MINIMIZATION STEP.
 =================================================
                                                  V
                                                  V
                                                  V
                                               VVVVVVV
                                                VVVVV
                                                 VVV
                                                  V

 FUNCTION MUST BE MINIMIZED BEFORE CALLING MIGRAD  
 FCN=2776.71 FROM MINOS     STATUS=FAILURE       983 CALLS        1857 TOTAL
                     EDM=1.00218    STRATEGY= 1      ERR MATRIX NOT POS-DEF
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44337e+04     fixed    
   2  EScale       1.00040e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.49869e-01   1.31015e-04                            
   5  Eta          3.51011e-02   4.10673e-04                            
   6  Xi           1.00036e+00   2.16620e-05                            
   7  Delta        7.49495e-01   1.68648e-05                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es3
title = SM, dEScale = 0.0006
dScale = 0.0006
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14431.6
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 NEW MINIMUM FOUND.  GO BACK TO MINIMIZATION STEP.
 =================================================
                                                  V
                                                  V
                                                  V
                                               VVVVVVV
                                                VVVVV
                                                 VVV
                                                  V

 FUNCTION MUST BE MINIMIZED BEFORE CALLING MIGRAD  
 FCN=2717.39 FROM MINOS     STATUS=FAILURE       790 CALLS        1535 TOTAL
                     EDM=0.123168    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44316e+04     fixed    
   2  EScale       1.00060e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50722e-01   6.60587e-04                            
   5  Eta          3.66730e-02   2.33023e-02                            
   6  Xi           9.99713e-01   9.91619e-04                            
   7  Delta        7.50864e-01   1.01839e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es4
title = SM, dEScale = 0.0008
dScale = 0.0008
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14431.8
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2724.73 FROM MINOS     STATUS=FAILURE       886 CALLS        1367 TOTAL
                     EDM=0.00226261    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44318e+04     fixed    
   2  EScale       1.00080e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50524e-01   9.75007e-06                            
   5  Eta         -8.30461e-03   1.54660e-05                            
   6  Xi           1.00134e+00   2.12375e-05                            
   7  Delta        7.49783e-01   3.37222e-05                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es5
title = SM, dEScale = 0.001
dScale = 0.001
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14428.8
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2773.71 FROM MINOS     STATUS=FAILURE       651 CALLS        1143 TOTAL
                     EDM=0.4901    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44288e+04     fixed    
   2  EScale       1.00100e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.49788e-01   6.88915e-04                            
   5  Eta         -3.86266e-02   2.20171e-02                            
   6  Xi           9.98765e-01   1.00139e-03                            
   7  Delta        7.50982e-01   1.08050e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es6
title = SM, dEScale = 0.0012
dScale = 0.0012
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14428.6
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 NEW MINIMUM FOUND.  GO BACK TO MINIMIZATION STEP.
 =================================================
                                                  V
                                                  V
                                                  V
                                               VVVVVVV
                                                VVVVV
                                                 VVV
                                                  V

 FUNCTION MUST BE MINIMIZED BEFORE CALLING MIGRAD  
 FCN=2677.27 FROM MINOS     STATUS=PROBLEMS      668 CALLS        1501 TOTAL
                     EDM=1.02344    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44286e+04     fixed    
   2  EScale       1.00120e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50540e-01   7.28193e-04                            
   5  Eta          1.51025e-02   2.37045e-02                            
   6  Xi           9.99219e-01   1.07855e-03  -1.06276e-03              
   7  Delta        7.50819e-01   1.18632e-03                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Processing es7
title = SM, dEScale = 0.0014
dScale = 0.0014
bin range: 41, 95, 151, 198
fit range: 0.4, 0.95, 0.5, 0.98
fixing norm = 14425.9
 FUNCTION MUST BE MINIMIZED BEFORE CALLING MINOs     
 FCN=2824.18 FROM MINOS     STATUS=FAILURE       819 CALLS        1193 TOTAL
                     EDM=0.0906801    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  Norm         1.44259e+04     fixed    
   2  EScale       1.00140e+00     fixed    
   3  Pu          -1.00000e+00     fixed    
   4  Rho          7.50040e-01   8.55959e-06                            
   5  Eta          4.29714e-04   1.66294e-04                            
   6  Xi           9.98432e-01   1.32639e-04                            
   7  Delta        7.51034e-01   2.47557e-04                            
   8  emin         4.00000e-01     fixed    
   9  emax         9.50000e-01     fixed    
  10  cosmin       5.00000e-01     fixed    
  11  cosmax       9.80000e-01     fixed    
Min scale = 0.9986
Max scale = 1.0014
Booking with: (15, -0.0015, 0.0015)
escale = -0.0014
ibin = 1
escale = -0.0012
ibin = 2
escale = -0.001
ibin = 3
escale = -0.0008
ibin = 4
escale = -0.0006
ibin = 5
escale = -0.0004
ibin = 6
escale = -0.0002
ibin = 7
escale = 0
ibin = 8
escale = 0.0002
ibin = 9
escale = 0.0004
ibin = 10
escale = 0.0006
ibin = 11
escale = 0.0008
ibin = 12
escale = 0.001
ibin = 13
escale = 0.0012
ibin = 14
escale = 0.0014
ibin = 15
2053.79user 3.25system 38:25.46elapsed 89%CPU (0avgtext+0avgdata 0maxresident)k
0inputs+0outputs (2181major+3704minor)pagefaults 0swaps

Michel spectrum fitting and sensitivity to E-scale / Andrei Gaponenko

Created for the The Center for Subatomic Research E614 Project Projects Page.
Created by The CoCoBoard.