importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run42123/042123.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
============== 5.31539e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0358e+04 9.4685e-01 9.7983e-01 1.0161e+00 1.0709e+00 1.0822e+00 1.0360e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10368.585594 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00006 added to diagonal of 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
============== 2.01491e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.7215e+03 8.7103e-01 9.3721e-01 1.0075e+00 1.0454e+00 1.1160e+00 7.7236e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 7729.267635 TO DIAGONAL.
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
============== 2.01492e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.7147e+03 8.7118e-01 9.3749e-01 1.0073e+00 1.0460e+00 1.1174e+00 7.7167e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 7722.378374 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
============== 1.14268e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4617e+03 9.6300e-01 9.8965e-01 1.0016e+00 1.0090e+00 1.0376e+00 5.4637e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5467.122814 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
============== 1.14269e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4610e+03 9.6385e-01 9.8995e-01 1.0015e+00 1.0088e+00 1.0366e+00 5.4630e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5466.512924 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
============== 1.14269e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4609e+03 9.6385e-01 9.8996e-01 1.0015e+00 1.0088e+00 1.0366e+00 5.4629e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5466.407923 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.05091e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.7253e+02 -3.5557e-02 8.2567e-01 9.2078e-01 1.0741e+00 2.2545e+00 7.7449e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 773.301189 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
============== 1.14268e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4617e+03 9.6300e-01 9.8965e-01 1.0016e+00 1.0090e+00 1.0376e+00 5.4637e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5467.122814 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
============== 1.14269e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4610e+03 9.6385e-01 9.8995e-01 1.0015e+00 1.0088e+00 1.0366e+00 5.4630e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5466.512924 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
============== 1.14269e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4609e+03 9.6385e-01 9.8996e-01 1.0015e+00 1.0088e+00 1.0366e+00 5.4629e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5466.407923 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
============== 1.14269e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4609e+03 9.6385e-01 9.8997e-01 1.0015e+00 1.0088e+00 1.0366e+00 5.4629e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5466.381469 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
============== 1.14267e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4608e+03 9.6386e-01 9.8995e-01 1.0015e+00 1.0087e+00 1.0366e+00 5.4628e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5466.249822 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
============== 1.14167e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4450e+03 9.6379e-01 9.8997e-01 1.0016e+00 1.0087e+00 1.0365e+00 5.4470e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.403288 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.0003 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-6.1740e-02 3.5448e-02 5.2222e-01 8.9035e-01 1.0091e+00 3.6046e+00
MINUIT WARNING IN MIGRAD
============== MATRIX FORCED POS-DEF BY ADDING 0.065345 TO DIAGONAL.
NEW MINIMUM FOUND. GO BACK TO MINIMIZATION STEP.
=================================================
V
V
V
VVVVVVV
VVVVV
VVV
V
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
============== 1.07851e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7430e+03 9.7957e-01 9.9397e-01 9.9998e-01 1.0099e+00 1.0479e+00 2.7450e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2745.746203 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
============== 1.07853e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6175e+03 9.7961e-01 9.9462e-01 9.9998e-01 1.0097e+00 1.0465e+00 2.6194e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2620.087226 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
============== 1.07909e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6147e+03 9.7962e-01 9.9464e-01 9.9998e-01 1.0097e+00 1.0465e+00 2.6167e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2617.344594 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
============== 2.60568e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7885e+04 9.7238e-01 9.9479e-01 1.0000e+00 1.0092e+00 1.0535e+00 2.7887e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27912.854915 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.93827e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6896e+03 2.4632e-01 3.9969e-01 8.9230e-01 9.9384e-01 2.3421e+00 1.6917e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1691.244821 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.93827e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6881e+03 2.4563e-01 4.0020e-01 8.9507e-01 9.9509e-01 2.3418e+00 1.6903e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1689.824315 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.93827e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6879e+03 2.4563e-01 4.0018e-01 8.9504e-01 9.9511e-01 2.3418e+00 1.6900e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1689.556633 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.93871e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6878e+03 2.4564e-01 4.0018e-01 8.9504e-01 9.9512e-01 2.3418e+00 1.6899e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1689.494556 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.94188e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6862e+03 2.4570e-01 4.0016e-01 8.9508e-01 9.9513e-01 2.3418e+00 1.6883e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1687.871461 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 1 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.0424e-02 3.3783e-01 6.9666e-01 8.6326e-01 1.2947e+00 2.8979e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.093322 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS UPPER ALLOWED LIMIT.
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
============== 2.23597e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8003e+04 9.6123e-01 9.9978e-01 9.9996e-01 1.0007e+00 1.0547e+00 2.8005e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28031.148347 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 6 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 7 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00141 added to diagonal of error matrix
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
============== 6.31622e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.1708e+01 4.9259e-02 5.3503e-01 9.5791e-01 1.0061e+00 2.2657e+00 5.3894e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 51.761878 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
============== 6.31622e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.0527e+01 4.9883e-02 5.3436e-01 9.5681e-01 1.0058e+00 2.2643e+00 5.2716e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 50.579363 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:
-1.0491e+00 1.0876e-01 5.6500e-01 9.1918e-01 1.0115e+00 1.9362e+00 3.5084e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1.052594 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.
all fit results:
{'A': [0.050854225660880992, 0.00067510606799825457], 'Dx': [0.20404093236791354, 0.00051970187146554991], 'chisquare': 2391.9675057635436, 'L': [46.168200952145625, 1.2631848125949006], 'A_d': [0.0016912473028332098, 3.2667041726941459e-05], 'L_d': [0.43873739351220897, 0.02455618614503996], 'Dy': [-0.016150948556981959, 0.00041301760584744329], 'phase': [-90.508220548730932, 0.026057890932406735]}
{'A': [0.038547411366412487, 0.00062762634868013256], 'Dx': [0.19751092390700009, 0.00041135069036979388], 'chisquare': 1789.6375367931059, 'L': [31.513302925553177, 0.29237849417766348], 'A_d': [0.00041193823001994812, 2.5541162772313442e-05], 'L_d': [0.25656042654155925, 0.0059642054218965457], 'Dy': [-0.017494699444034367, 0.00038414714161483232], 'phase': [97.58156720938382, 0.021010185657971192]}
{'A': [0.050854494823845131, 0.00067629474983427196], 'Dx': [0.20404112810314246, 0.000521603484003208], 'chisquare': 2391.967505241395, 'L': [46.168500627818986, 1.2740372990510522], 'A_d': [0.0016912595241448392, 3.2941199377273245e-05], 'L_d': [0.43874303034990042, 0.024761723428177063], 'Dy': [-0.016151188736573729, 0.00041302461894243692], 'phase': [-2.5436197148119675, 0.02624858308715261]}
{'A': [0.10012062292810431, 9.2786867772476356e-06], 'Dx': [0.22328284767072226, 0.00043742887640974004], 'chisquare': 7320.8911776331661, 'L': [64.476839213362211, 0.90592425361892026], 'A_d': [0.0032767312195634557, 1.4756028202916882e-05], 'L_d': [0.77964419989247147, 0.017854023860813639], 'Dy': [-0.023606793161203399, 0.00040946048405476887], 'phase': [10.347519248686424, 0.013880210932384784]}
{'A': [0.038546940709852373, 0.0006282020750700279], 'Dx': [0.19751112189033293, 0.00041143859967540664], 'chisquare': 1789.6375326443492, 'L': [31.513387569586921, 0.29246593129980702], 'A_d': [0.00041194467353822262, 2.5560963016618699e-05], 'L_d': [0.25656225967669188, 0.0059657403942041942], 'Dy': [-0.017494443997795983, 0.00038420471032374337], 'phase': [72.448843885709522, 0.021016790300265598]}
{'A': [0.49920343367314135, 0.00010171130341310453], 'Dx': [0.38583286329281385, 0.00043773963698257035], 'chisquare': 344559.28180791257, 'L': [79.560287044177215, 0.020332186139924602], 'A_d': [0.015596659898442888, 1.4821693092165189e-05], 'L_d': [0.99999904632598668, 1.0377530352934095e-05], 'Dy': [-0.062844399642061788, 0.00097399108760676256], 'phase': [-46.080808046621527, 0.004777449519998811]}
{'A': [0.047013646304016055, 0.00067484285280264289], 'Dx': [0.20198737307759274, 0.00046867173379805394], 'chisquare': 3207.0850201952426, 'L': [42.897327450820384, 0.42462170618924588], 'A_d': [0.0014622755186466385, 2.4781672309098779e-05], 'L_d': [9.4769192493515675e-12, 0.00050823345056583147], 'Dy': [-0.016923088274936049, 0.00046816051322995378], 'phase': [-8.76239681238971, 0.020093892564460702]}
final fit results:
chi = 1789.63753264
A = 0.038547 +/- 0.000628
A_d = 0.000412 +/- 0.000026
L = 31.513388 +/- 0.292466
L_d = 0.256562 +/- 0.005966
phase = 72.448844 +/- 0.021017
Dx = 0.197511 +/- 0.000411
Dy = -0.017494 +/- 0.000384