importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run42115/042115.root
using z positions from 2006/7
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 5.38233e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0612e+04 9.4709e-01 9.7989e-01 1.0162e+00 1.0715e+00 1.0819e+00 1.0614e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10623.008867 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 9.96981e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5323e+03 9.6009e-01 9.8760e-01 1.0021e+00 1.0104e+00 1.0404e+00 5.5343e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5537.860212 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 9.9699e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5318e+03 9.6117e-01 9.8794e-01 1.0020e+00 1.0102e+00 1.0393e+00 5.5338e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5537.347869 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 9.9699e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5317e+03 9.6117e-01 9.8795e-01 1.0020e+00 1.0102e+00 1.0393e+00 5.5337e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5537.257715 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-3.4551e-03 1.8310e-01 4.1008e-01 8.7266e-01 1.2706e+00 1.6617e+00 2.6054e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.006060 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.02882e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.4661e+02 1.7473e-02 8.2076e-01 9.2084e-01 1.0715e+00 2.2033e+00 7.4858e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 747.360178 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.22614e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-8.3189e+03 5.2886e-01 9.1819e-01 9.5623e-01 1.0301e+00 1.4391e+00 8.3210e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 8327.231280 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.22613e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-8.3112e+03 5.2967e-01 9.1820e-01 9.5567e-01 1.0297e+00 1.4392e+00 8.3134e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 8319.556428 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 9.96981e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5323e+03 9.6009e-01 9.8760e-01 1.0021e+00 1.0104e+00 1.0404e+00 5.5343e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5537.860212 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 9.9699e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5318e+03 9.6117e-01 9.8794e-01 1.0020e+00 1.0102e+00 1.0393e+00 5.5338e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5537.347869 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 9.9699e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5317e+03 9.6117e-01 9.8795e-01 1.0020e+00 1.0102e+00 1.0393e+00 5.5337e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5537.257715 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.07884e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7603e+03 9.7981e-01 9.9335e-01 9.9996e-01 1.0042e+00 1.0437e+00 2.7622e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2763.022055 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.07881e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6265e+03 9.7986e-01 9.9401e-01 9.9997e-01 1.0042e+00 1.0428e+00 2.6284e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2629.093026 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.07769e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6249e+03 9.7986e-01 9.9401e-01 9.9997e-01 1.0042e+00 1.0428e+00 2.6269e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2627.547984 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 2.62446e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7781e+04 9.7242e-01 9.9484e-01 1.0000e+00 1.0093e+00 1.0538e+00 2.7783e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27808.840976 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.75768e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6689e+03 1.2548e-02 5.3486e-01 8.8985e-01 9.9948e-01 2.4309e+00 1.6710e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1670.535277 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.75768e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6655e+03 1.1006e-02 5.3474e-01 8.8931e-01 9.9898e-01 2.4330e+00 1.6676e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1667.165962 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.75768e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6652e+03 1.0990e-02 5.3472e-01 8.8930e-01 9.9899e-01 2.4329e+00 1.6673e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1666.846131 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 1338.22 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-4.9637e+01 2.1342e-01 3.9460e-01 8.6473e-01 1.0120e+00 1.8093e+00 5.2343e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 49.689611 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 1338.26 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-4.9481e+01 2.1271e-01 3.9404e-01 8.6509e-01 1.0126e+00 1.8113e+00 5.2185e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 49.533282 TO DIAGONAL.
MINUIT WARNING IN MNCROS
============== Cannot find slope of the right sign
NEW MINIMUM FOUND. GO BACK TO MINIMIZATION STEP.
=================================================
V
V
V
VVVVVVV
VVVVV
VVV
V
MINUIT WARNING IN PARAMETR
============== VARIABLE2 BROUGHT BACK INSIDE LIMITS.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 2.25214e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7871e+04 9.6128e-01 9.9981e-01 9.9996e-01 1.0008e+00 1.0550e+00 2.7873e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27898.817974 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 677276 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7596e+02 4.6169e-01 8.5463e-01 8.9158e-01 1.0001e+00 1.6846e+00 2.7807e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 276.237381 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 677278 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7507e+02 4.6050e-01 8.5504e-01 8.9197e-01 1.0001e+00 1.6862e+00 2.7717e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 275.344905 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.4445e-02 1.7586e-02 9.2328e-02 1.5719e-01 6.7117e-01 1.0977e+00 4.9884e+00
MINUIT WARNING IN MIGRAD
============== MATRIX FORCED POS-DEF BY ADDING 0.029433 TO DIAGONAL.
all fit results:
{'A': [0.050812698420528712, 0.00067804382665556662], 'Dx': [0.20678897238420468, 0.0004823190294862556], 'chisquare': 2188.6036357999092, 'L': [49.450176759403931, 1.1075529047019437], 'A_d': [0.0017250394978873818, 2.9005244080809733e-05], 'L_d': [0.50398681269123846, 0.021759695450450089], 'Dy': [-0.015617444000048053, 0.00042166004090482545], 'phase': [-90.415073216576971, 0.022616520469085799]}
{'A': [0.050813116226366695, 0.00067648814870854834], 'Dx': [0.20678878796254629, 0.0004806174901830218], 'chisquare': 2188.603637104924, 'L': [49.450036061438709, 1.1009838758036317], 'A_d': [0.0017250524968311365, 2.8833660599525412e-05], 'L_d': [0.50398375790820749, 0.021636660122783091], 'Dy': [-0.015617668894497783, 0.00042126630842442836], 'phase': [-77.848695484359496, 0.022486112898874921]}
{'A': [0.047268218478020985, 0.00068758717029077099], 'Dx': [0.20444233577072701, 0.00047515335556269633], 'chisquare': 2936.4843671639501, 'L': [43.619592849253685, 0.42940081772361438], 'A_d': [0.0014707384398807699, 2.5029021094663539e-05], 'L_d': [1.0926292093316192e-09, 0.0006069656395181755], 'Dy': [-0.016810146868552422, 0.0004765391228520599], 'phase': [16.433143298580916, 0.020074310682950625]}
{'A': [0.037794485606248429, 0.00063402583502500387], 'Dx': [0.19974643428644079, 0.00041456201816369997], 'chisquare': 1815.3139027000609, 'L': [32.109708669471274, 0.3054434981566434], 'A_d': [0.0004080706874094453, 2.5855664382123944e-05], 'L_d': [0.26886142890378695, 0.0062243271309013748], 'Dy': [-0.016637168895321963, 0.00038465211175076064], 'phase': [-97.129709321223984, 0.021206174886323481]}
{'A': [0.048609705657698399, 0.00062706203579621089], 'Dx': [0.20324135467492965, 0.00042151567072057361], 'chisquare': 1794.3189126072214, 'L': [38.480423798533316, 0.42620908025142512], 'A_d': [0.0012271300686283459, 2.4621190039070262e-05], 'L_d': [0.45368173137207612, 0.0085315188772334127], 'Dy': [-0.014948601194982203, 0.00039558397895511632], 'phase': [-27.851070096812307, 0.019570181005377663]}
{'A': [0.042998763630330672, 7.9509468051686127e-05], 'Dx': [0.20436959969779345, 0.00043438821044095022], 'chisquare': 2323.4689672726331, 'L': [47.388074987163463, 1.3095490861342078], 'A_d': [0.0014666205259962761, 2.1772501672762123e-05], 'L_d': [0.46576832400954893, 0.025680965541160644], 'Dy': [-0.014634383180167632, 0.00040192022372487202], 'phase': [-84.177186020904657, 0.026216350579446157]}
{'A': [0.037794396940572239, 0.00063376246411561699], 'Dx': [0.19974632266242587, 0.00041397815715527031], 'chisquare': 1815.3139036741338, 'L': [32.109326598299944, 0.30198572824927084], 'A_d': [0.00040806496743711618, 2.5804042225269219e-05], 'L_d': [0.26885409375820296, 0.0061533192123896241], 'Dy': [-0.016636979462447243, 0.00038479039677241644], 'phase': [-97.12973872241156, 0.02107991781448959]}
final fit results:
chi = 1794.31891261
A = 0.048610 +/- 0.000627
A_d = 0.001227 +/- 0.000025
L = 38.480424 +/- 0.426209
L_d = 0.453682 +/- 0.008532
phase = -27.851070 +/- 0.019570
Dx = 0.203241 +/- 0.000422
Dy = -0.014949 +/- 0.000396