Hi,
yes sure it’s a bit long sorry for that:
Minimizer Type : Minuit
Minimizer Algorithm : Migrad
Strategy : 1
Tolerance : 1
Max func calls : 2000
Max iterations : 0
Func Precision : -1
Error definition : 1
Print Level : 4
** 1 **SET PRINT 3
** 2 **SET NOGRAD
PARAMETER DEFINITIONS:
NO. NAME VALUE STEP SIZE LIMITS
1 aCheb -2.01640e-01 2.00000e+00 -1.00000e+01 1.00000e+01
2 aExpo -4.81840e-03 2.00000e+00 -1.00000e+01 1.00000e+01
3 nCheb 8.00000e+03 1.00000e+03 -1.00000e+04 1.00000e+04
4 nExpo 7.00000e+02 2.00000e+03 -1.00000e+04 1.00000e+04
** 3 **SET ERR 0.5
** 4 **SET PRINT 3
** 5 **SET STR 1
NOW USING STRATEGY 1: TRY TO BALANCE SPEED AGAINST RELIABILITY
** 6 **MIGRAD 2000 1
FIRST CALL TO USER FUNCTION AT NEW START POINT, WITH IFLAG=4.
START MIGRAD MINIMIZATION. STRATEGY 1. CONVERGENCE WHEN EDM .LT. 1.00e-03
FCN=-6740.31 FROM MIGRAD STATUS=INITIATE 20 CALLS 21 TOTAL
EDM= unknown STRATEGY= 1 NO ERROR MATRIX
EXT PARAMETER CURRENT GUESS STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -2.01640e-01 2.00000e+00 2.01401e-01 2.44466e+02
2 aExpo -4.81840e-03 2.00000e+00 2.01358e-01 1.02488e+04
3 nCheb 8.00000e+03 1.00000e+03 1.72186e-01 1.50339e+03
4 nExpo 7.00000e+02 2.00000e+03 2.01881e-01 2.37796e+03
ERR DEF= 0.5
NO ERROR MATRIX
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
Warning in ROOT::Math::ROOT::Math::GausIntegrator: Failed to reach the desired tolerance ; maxtol = 1e-09
FCN=-6851.62 FROM MIGRAD STATUS=PROGRESS 43 CALLS 44 TOTAL
EDM=3651.13 STRATEGY= 1 NO ERROR MATRIX
EXT PARAMETER CURRENT GUESS STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -2.02094e-01 2.00000e+00 -4.54586e-05 3.67682e+02
2 aExpo -4.85522e-03 2.00000e+00 -3.68207e-06 1.10063e+04
3 nCheb 7.57946e+03 1.00000e+03 -6.71366e-02 1.34300e+03
4 nExpo 6.29685e+02 2.00000e+03 -7.04709e-03 1.89696e+03
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 60.9 per cent
FCN=-6948.81 FROM MIGRAD STATUS=PROGRESS 55 CALLS 56 TOTAL
EDM=820.09 STRATEGY= 1 NO ERROR MATRIX
EXT PARAMETER CURRENT GUESS STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -2.07580e-01 2.00000e+00 -5.48657e-04 -1.71993e+02
2 aExpo -5.01912e-03 2.00000e+00 -1.63901e-05 3.04062e+03
3 nCheb 7.00479e+03 1.00000e+03 -8.40903e-02 1.05981e+03
4 nExpo 6.60671e+02 2.00000e+03 3.10506e-03 1.44501e+03
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 40.5 per cent
FCN=-7033.36 FROM MIGRAD STATUS=PROGRESS 67 CALLS 68 TOTAL
EDM=29.0993 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 40.5 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -1.86440e-01 1.88470e-02 2.11444e-03 -4.20871e+02
2 aExpo -4.57258e-03 8.41509e-04 4.46543e-05 -3.16212e+03
3 nCheb 6.03136e+03 1.66372e+02 -1.28641e-01 2.85228e+02
4 nExpo 7.45241e+02 6.37146e+01 8.47805e-03 4.08272e+02
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 33.5 per cent
FCN=-7038.3 FROM MIGRAD STATUS=PROGRESS 77 CALLS 78 TOTAL
EDM=0.167868 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 33.5 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -1.68982e-01 1.88540e-02 1.74608e-03 -1.25880e+02
2 aExpo -4.21408e-03 8.41529e-04 3.58495e-05 3.55566e+03
3 nCheb 5.76449e+03 1.30457e+02 -3.30509e-02 -4.37622e+00
4 nExpo 7.61017e+02 6.29968e+01 1.58203e-03 -2.61768e+01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 20.5 per cent
FCN=-7038.38 FROM MIGRAD STATUS=PROGRESS 86 CALLS 87 TOTAL
EDM=0.0753875 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 20.5 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -1.64190e-01 1.88682e-02 4.79221e-04 -1.26255e+02
2 aExpo -4.46484e-03 8.23595e-04 -2.50753e-05 -2.35522e+03
3 nCheb 5.75413e+03 1.18067e+02 -1.26814e-03 -9.39475e+00
4 nExpo 7.69074e+02 6.30681e+01 8.08090e-04 -1.01617e+01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 11.6 per cent
FCN=-7038.42 FROM MIGRAD STATUS=PROGRESS 96 CALLS 97 TOTAL
EDM=0.0285916 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 11.6 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -1.57964e-01 2.21566e-02 6.22698e-04 1.62078e+01
2 aExpo -4.45334e-03 6.65287e-04 1.14949e-06 -7.44357e+02
3 nCheb 5.75579e+03 1.15614e+02 2.03423e-04 -4.58190e-01
4 nExpo 7.72019e+02 6.35080e+01 2.95369e-04 -3.14329e+01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 14.2 per cent
FCN=-7038.75 FROM MIGRAD STATUS=PROGRESS 111 CALLS 112 TOTAL
EDM=0.190544 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 14.2 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -1.26458e-01 2.67389e-02 3.15093e-03 1.01698e+02
2 aExpo -3.73604e-03 6.51763e-04 7.17302e-05 7.24793e+03
3 nCheb 5.57269e+03 1.04935e+02 -2.22182e-02 -1.38418e+01
4 nExpo 9.41982e+02 5.55878e+01 1.70593e-02 -7.03221e+01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 29.9 per cent
FCN=-7039.29 FROM MIGRAD STATUS=PROGRESS 125 CALLS 126 TOTAL
EDM=0.766387 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 29.9 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -3.10668e-02 6.24544e-02 9.53943e-03 1.40543e+02
2 aExpo -2.88332e-03 1.09777e-03 8.52715e-05 1.23335e+04
3 nCheb 5.04946e+03 3.48531e+02 -6.17743e-02 7.57353e+00
4 nExpo 1.48070e+03 3.13663e+02 5.42784e-02 -3.33576e+01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 27.0 per cent
FCN=-7039.34 FROM MIGRAD STATUS=PROGRESS 135 CALLS 136 TOTAL
EDM=0.0432306 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 27.0 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb -2.96437e-02 8.55350e-02 1.42305e-04 3.62811e+01
2 aExpo -2.96025e-03 8.92933e-04 -7.69231e-06 -1.04973e+03
3 nCheb 5.04130e+03 4.78794e+02 -9.45097e-04 2.66372e+00
4 nExpo 1.49012e+03 4.61635e+02 9.52313e-04 -5.90992e+00
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 13.6 per cent
FCN=-7039.41 FROM MIGRAD STATUS=PROGRESS 146 CALLS 147 TOTAL
EDM=0.0191361 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 13.6 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 6.91956e-04 8.55163e-02 3.03357e-03 3.98410e+01
2 aExpo -2.69089e-03 5.83699e-04 2.69353e-05 3.97001e+03
3 nCheb 4.83478e+03 4.84074e+02 -2.37510e-02 -9.02794e+00
4 nExpo 1.68708e+03 4.60109e+02 1.99502e-02 -2.30278e+01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 23.2 per cent
FCN=-7039.44 FROM MIGRAD STATUS=PROGRESS 157 CALLS 158 TOTAL
EDM=0.0537592 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 23.2 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 2.70878e-02 1.40169e-01 2.63958e-03 5.07280e+01
2 aExpo -2.50785e-03 1.04916e-03 1.83046e-05 9.17287e+03
3 nCheb 4.66885e+03 8.81203e+02 -1.88582e-02 6.02891e-01
4 nExpo 1.85913e+03 8.52872e+02 1.74819e-02 -1.65807e+01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 12.0 per cent
FCN=-7039.46 FROM MIGRAD STATUS=PROGRESS 167 CALLS 168 TOTAL
EDM=0.0119477 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 12.0 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 3.65156e-02 1.40073e-01 9.42784e-04 -1.38133e+01
2 aExpo -2.49009e-03 8.54622e-04 1.77598e-06 -1.33731e+03
3 nCheb 4.61266e+03 8.71096e+02 -6.34368e-03 3.19470e+00
4 nExpo 1.92093e+03 8.52988e+02 6.29333e-03 5.64454e+00
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 7.9 per cent
FCN=-7039.48 FROM MIGRAD STATUS=PROGRESS 179 CALLS 180 TOTAL
EDM=0.00354579 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 7.9 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 6.36034e-02 1.69795e-01 2.70882e-03 2.67554e+00
2 aExpo -2.34838e-03 9.05971e-04 1.41705e-05 3.10332e+03
3 nCheb 4.44285e+03 1.05857e+03 -1.90451e-02 -2.48903e+00
4 nExpo 2.08549e+03 1.04173e+03 1.67964e-02 -5.92630e+00
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 14.0 per cent
FCN=-7039.48 FROM MIGRAD STATUS=PROGRESS 190 CALLS 191 TOTAL
EDM=0.00772772 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 14.0 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 1.00049e-01 2.23007e-01 3.64469e-03 1.60486e-01
2 aExpo -2.21545e-03 1.10458e-03 1.32931e-05 3.17641e+03
3 nCheb 4.23339e+03 1.38256e+03 -2.32487e-02 -3.63150e+00
4 nExpo 2.29437e+03 1.33878e+03 2.14083e-02 -5.94885e+00
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 13.2 per cent
FCN=-7039.49 FROM MIGRAD STATUS=PROGRESS 200 CALLS 201 TOTAL
EDM=0.00157432 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 13.2 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 1.01964e-01 2.76830e-01 1.91502e-04 -1.60338e+01
2 aExpo -2.22410e-03 1.02458e-03 -8.64345e-07 -1.48779e+03
3 nCheb 4.22854e+03 1.57116e+03 -5.35425e-04 -2.99689e+00
4 nExpo 2.30098e+03 1.55948e+03 6.79619e-04 2.37415e-01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 7.2 per cent
FCN=-7039.49 FROM MIGRAD STATUS=PROGRESS 210 CALLS 211 TOTAL
EDM=0.000755703 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 7.2 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 1.16170e-01 2.76407e-01 1.42064e-03 -6.00234e+00
2 aExpo -2.18199e-03 9.35018e-04 4.21102e-06 2.68450e+02
3 nCheb 4.15704e+03 1.55494e+03 -7.87564e-03 2.63353e+00
4 nExpo 2.37592e+03 1.53961e+03 7.70753e-03 3.64706e+00
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 12.8 per cent
FCN=-7039.49 FROM MIGRAD STATUS=PROGRESS 220 CALLS 221 TOTAL
EDM=0.000310094 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 12.8 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 1.31879e-01 3.91247e-01 1.57103e-03 -3.90346e+00
2 aExpo -2.14154e-03 1.21150e-03 4.04417e-06 1.95570e+02
3 nCheb 4.07497e+03 2.09990e+03 -9.00493e-03 -1.07602e+00
4 nExpo 2.45529e+03 2.08722e+03 8.17918e-03 -5.15478e-01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 9.1 per cent
FCN=-7039.49 FROM MIGRAD STATUS=PROGRESS 230 CALLS 231 TOTAL
EDM=9.06832e-05 STRATEGY= 1 ERROR MATRIX UNCERTAINTY 9.1 per cent
EXT PARAMETER APPROXIMATE STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 1.31494e-01 4.28056e-01 -3.84397e-05 -5.10313e+00
2 aExpo -2.14973e-03 1.20669e-03 -8.19046e-07 -8.56299e+02
3 nCheb 4.08193e+03 2.21766e+03 7.61714e-04 -3.55815e-01
4 nExpo 2.44904e+03 2.20490e+03 -6.44791e-04 9.96384e-01
ERR DEF= 0.5
RELATIVE CHANGE IN COV. MATRIX= 5.6 per cent
MIGRAD MINIMIZATION HAS CONVERGED.
MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
START COVARIANCE MATRIX CALCULATION.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
1.5465e-03 1.4375e-01 1.6637e+00 2.1910e+00
COVARIANCE MATRIX CALCULATED SUCCESSFULLY
FCN=-7039.49 FROM MIGRAD STATUS=CONVERGED 253 CALLS 254 TOTAL
EDM=0.000233441 STRATEGY= 1 ERROR MATRIX ACCURATE
EXT PARAMETER STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 aCheb 1.31494e-01 2.41114e-01 1.68238e-04 -5.10033e+00
2 aExpo -2.14973e-03 6.90185e-04 7.21676e-07 -8.61912e+02
3 nCheb 4.08193e+03 1.23198e+03 4.88705e-04 -3.53318e-01
4 nExpo 2.44904e+03 1.23247e+03 4.28315e-04 9.99043e-01
ERR DEF= 0.5
EXTERNAL ERROR MATRIX. NDIM= 25 NPAR= 4 ERR DEF=0.5
5.815e-02 1.397e-04 -2.895e+02 2.897e+02
1.397e-04 4.764e-07 -7.975e-01 7.980e-01
-2.895e+02 -7.975e-01 1.527e+06 -1.524e+06
2.897e+02 7.980e-01 -1.524e+06 1.527e+06
PARAMETER CORRELATION COEFFICIENTS
NO. GLOBAL 1 2 3 4
1 0.99275 1.000 0.839 -0.972 0.972
2 0.98340 0.839 1.000 -0.935 0.936
3 0.99805 -0.972 -0.935 1.000 -0.998
4 0.99832 0.972 0.936 -0.998 1.000
Info in TMinuitMinimizer::Minimize: Finished to run MIGRAD - status 0
EXTERNAL ERROR MATRIX. NDIM= 4 NPAR= 4 ERR DEF=0.5
5.815e-02 1.397e-04 -2.895e+02 2.897e+02
1.397e-04 4.764e-07 -7.975e-01 7.980e-01
-2.895e+02 -7.975e-01 1.527e+06 -1.524e+06
2.897e+02 7.980e-01 -1.524e+06 1.527e+06
FCN=-7039.49 FROM MIGRAD STATUS=CONVERGED 253 CALLS 254 TOTAL
EDM=0.000233441 STRATEGY= 1 ERROR MATRIX ACCURATE
EXT PARAMETER PARABOLIC MINOS ERRORS
NO. NAME VALUE ERROR NEGATIVE POSITIVE
1 aCheb 1.31494e-01 2.41114e-01
2 aExpo -2.14973e-03 6.90185e-04
3 nCheb 4.08193e+03 1.23198e+03
4 nExpo 2.44904e+03 1.23247e+03
ERR DEF= 0.5
** 7 **SET ERR 0.5
** 8 **SET PRINT 3
** 9 **HESSE 2000
START COVARIANCE MATRIX CALCULATION.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
5.4337e-04 1.4484e-01 1.6644e+00 2.1902e+00
COVARIANCE MATRIX CALCULATED SUCCESSFULLY
FCN=-7039.49 FROM HESSE STATUS=OK 23 CALLS 277 TOTAL
EDM=0.000233078 STRATEGY= 1 ERROR MATRIX ACCURATE
EXT PARAMETER INTERNAL INTERNAL
NO. NAME VALUE ERROR STEP SIZE VALUE
1 aCheb 1.31494e-01 3.97287e-01 3.36477e-05 1.31498e-02
2 aExpo -2.14973e-03 1.12848e-03 1.44335e-07 -2.14973e-04
3 nCheb 4.08193e+03 2.06629e+03 9.77409e-05 4.20473e-01
4 nExpo 2.44904e+03 2.06857e+03 8.56630e-05 2.47421e-01
ERR DEF= 0.5
EXTERNAL ERROR MATRIX. NDIM= 25 NPAR= 4 ERR DEF=0.5
1.579e-01 4.220e-04 -8.198e+02 8.200e+02
4.220e-04 1.273e-06 -2.297e+00 2.297e+00
-8.198e+02 -2.297e+00 4.345e+06 -4.342e+06
8.200e+02 2.297e+00 -4.342e+06 4.346e+06
PARAMETER CORRELATION COEFFICIENTS
NO. GLOBAL 1 2 3 4
1 0.99734 1.000 0.941 -0.990 0.990
2 0.99382 0.941 1.000 -0.976 0.977
3 0.99932 -0.990 -0.976 1.000 -0.999
4 0.99941 0.990 0.977 -0.999 1.000
EXTERNAL ERROR MATRIX. NDIM= 4 NPAR= 4 ERR DEF=0.5
1.579e-01 4.220e-04 -8.198e+02 8.200e+02
4.220e-04 1.273e-06 -2.297e+00 2.297e+00
-8.198e+02 -2.297e+00 4.345e+06 -4.342e+06
8.200e+02 2.297e+00 -4.342e+06 4.346e+06
Fit status: 0
Minimizer is Minuit / Migrad
MinFCN = -7039.49
NDf = 6532
Edm = 0.000233078
NCalls = 277
aCheb = 0.131494 +/- 0.397287 (limited)
aExpo = -0.00214973 +/- 0.00112848 (limited)
nCheb = 4081.93 +/- 2066.29 (limited)
nExpo = 2449.04 +/- 2068.57 (limited)
Covariance Matrix:
aCheb aExpo nCheb nExpo
aCheb 0.15792 0.00042197 -819.77 820.02
aExpo 0.00042197 1.2735e-06 -2.2966 2.2973
nCheb -819.77 -2.2966 4.3445e+06 -4.3418e+06
nExpo 820.02 2.2973 -4.3418e+06 4.3455e+06
Correlation Matrix:
aCheb aExpo nCheb nExpo
aCheb 1 0.94096 -0.9897 0.98989
aExpo 0.94096 1 -0.97639 0.97657
nCheb -0.9897 -0.97639 1 -0.99925
nExpo 0.98989 0.97657 -0.99925 1
Cheers
–John