importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run41494/041494.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
============== 5.4885e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0411e+04 9.4863e-01 9.8051e-01 1.0159e+00 1.0691e+00 1.0798e+00 1.0413e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10421.828887 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-6.4453e-02 6.7229e-02 2.8014e-01 8.8646e-01 9.4897e-01 1.7565e+00 3.1251e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.067578 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
============== 1.06896e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4455e+03 9.6192e-01 9.8858e-01 1.0018e+00 1.0096e+00 1.0387e+00 5.4475e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.912190 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
============== 1.06897e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4448e+03 9.6289e-01 9.8890e-01 1.0017e+00 1.0094e+00 1.0377e+00 5.4468e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.295020 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
============== 1.06897e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4447e+03 9.6290e-01 9.8891e-01 1.0017e+00 1.0094e+00 1.0376e+00 5.4467e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.182621 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.6991e-03 1.6986e-01 3.8780e-01 8.5025e-01 1.3608e+00 1.8497e+00 2.3833e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.004082 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.01749e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.5415e+02 -1.6190e-03 8.2296e-01 9.2139e-01 1.0723e+00 2.2401e+00 7.5610e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 754.906617 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
============== 1.06896e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4455e+03 9.6192e-01 9.8858e-01 1.0018e+00 1.0096e+00 1.0387e+00 5.4475e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.912190 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
============== 1.06897e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4448e+03 9.6289e-01 9.8890e-01 1.0017e+00 1.0094e+00 1.0377e+00 5.4468e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.295020 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
============== 1.06897e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4447e+03 9.6290e-01 9.8891e-01 1.0017e+00 1.0094e+00 1.0376e+00 5.4467e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.182621 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
============== 1.06897e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4447e+03 9.6290e-01 9.8891e-01 1.0017e+00 1.0094e+00 1.0376e+00 5.4467e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.157183 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
============== 1.06894e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4446e+03 9.6276e-01 9.8894e-01 1.0018e+00 1.0094e+00 1.0377e+00 5.4466e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5450.016585 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
============== 1.0671e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4720e+03 9.6136e-01 9.8993e-01 1.0024e+00 1.0091e+00 1.0408e+00 5.4740e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5477.484373 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00001 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 1 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.22744e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-6.5677e+01 5.0100e-01 9.4076e-01 9.9332e-01 1.4300e+00 6.7812e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 65.745311 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
============== 1.08785e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7218e+03 9.8008e-01 9.9272e-01 9.9993e-01 1.0022e+00 1.0411e+00 2.7238e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2724.532312 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
============== 1.08776e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.5810e+03 9.8012e-01 9.9308e-01 9.9992e-01 1.0018e+00 1.0398e+00 2.5830e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2583.590767 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
============== 1.08608e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.5769e+03 9.8010e-01 9.9283e-01 9.9990e-01 1.0015e+00 1.0394e+00 2.5789e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2579.478815 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 2374.85 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-3.5492e+01 2.2322e-01 4.1535e-01 8.4843e-01 1.0169e+00 1.8195e+00 3.8168e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 35.529719 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
============== 2.62986e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7520e+04 9.7287e-01 9.9490e-01 1.0000e-00 1.0089e+00 1.0526e+00 2.7522e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27547.769693 TO DIAGONAL.
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
============== 2.246e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7666e+04 9.6153e-01 9.9976e-01 9.9996e-01 1.0007e+00 1.0538e+00 2.7668e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27694.079406 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
============== 6.81472e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.6172e+01 2.0777e-01 3.1013e-01 9.8543e-01 1.0049e+00 1.7827e+00 7.8881e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 76.250701 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
============== 6.81472e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.4627e+01 2.1504e-01 3.1481e-01 9.8263e-01 1.0042e+00 1.7812e+00 7.7329e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 74.704691 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
============== 6.81469e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.4290e+01 2.1491e-01 3.1445e-01 9.8245e-01 1.0042e+00 1.7814e+00 7.6993e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 74.367052 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.4178e+03 -6.5714e+02 -3.1503e+00 1.0000e-00 1.0000e+00 6.5906e+02 1.4240e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1419.184424 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 110752 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-4.3764e+01 1.0000e-00 1.0000e+00 1.0000e+00 1.0000e+00 1.0028e+00 4.5761e+01
MINUIT WARNING IN MIGRAD
============== MATRIX FORCED POS-DEF BY ADDING 43.809857 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
============== 1.91916e+06 added to diagonal of error matrix
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 1 in Error Matrix
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
============== 4.48938e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-6.4748e+02 -7.3503e-01 9.9879e-01 1.0002e+00 3.2072e+00 6.4901e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 648.127263 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
NEW MINIMUM FOUND. GO BACK TO MINIMIZATION STEP.
=================================================
V
V
V
VVVVVVV
VVVVV
VVV
V
all fit results:
{'A': [0.051039733287112921, 0.00068914115218116079], 'Dx': [0.20876642790519995, 0.00057145312247541824], 'chisquare': 2191.8527106781694, 'L': [42.592705760719582, 1.2719015607872777], 'A_d': [0.0016420332625772249, 3.6085041300121246e-05], 'L_d': [0.3700163135984561, 0.024332240974713315], 'Dy': [-0.017029955863245405, 0.00040794650619169204], 'phase': [16.245302259953689, 0.029078354381553595]}
{'A': [0.051039776937254477, 0.00068506718813490797], 'Dx': [0.208766338119176, 0.00056595920999669147], 'chisquare': 2191.8527112337206, 'L': [42.593065996972115, 1.2561471160528903], 'A_d': [0.0016420357946280162, 3.5598865759850495e-05], 'L_d': [0.37002357074534697, 0.024041110285856149], 'Dy': [-0.017029847187423286, 0.00040757348781461644], 'phase': [16.245308246006658, 0.028723938670061955]}
{'A': [0.051039722892127215, 0.00068480864013398257], 'Dx': [0.2087664173549193, 0.00056539328260374333], 'chisquare': 2191.8527106782963, 'L': [42.592674522447609, 1.2550483931207275], 'A_d': [0.0016420324068671666, 3.5571746077545097e-05], 'L_d': [0.37001572374277486, 0.024021149725589802], 'Dy': [-0.017029954131245972, 0.00040750359856733809], 'phase': [-2.6042543806121472, 0.028692188574034105]}
{'A': [0.10000985927078654, 9.8592707864497697e-06], 'Dx': [0.15341310737001557, 0.00074320757011037131], 'chisquare': 134428.47313804406, 'L': [23.719223355822667, 0.020036061420423579], 'A_d': [0.00011219025852177156, 0.94429885160186233], 'L_d': [0.010311570655731905, 1.8151477059497045e-05], 'Dy': [0.069434235961091773, 0.00028366140402091844], 'phase': [-72.986545861469708, 0.012061376442289884]}
{'A': [0.039369630429775815, 0.00063342840719890492], 'Dx': [0.20313729326723262, 0.00041635607783607753], 'chisquare': 1685.8041856354876, 'L': [31.433158236349847, 0.29687555903683638], 'A_d': [0.00045211053422250513, 2.5819068362548103e-05], 'L_d': [0.25543451686412516, 0.0060810171364512611], 'Dy': [-0.018171068446223515, 0.0003863811952875551], 'phase': [28.467480285550693, 0.020895730790996936]}
{'A': [0.039369487251188495, 0.00063258011672659431], 'Dx': [0.20313735710304215, 0.00041615532723238147], 'chisquare': 1685.8041857434694, 'L': [31.433096299061734, 0.29690278062367526], 'A_d': [0.00045210618603225283, 2.5796939438244015e-05], 'L_d': [0.2554332209902993, 0.0060815912681284057], 'Dy': [-0.018171049421365382, 0.00038622688284917217], 'phase': [-97.196232262642894, 0.0208978482866371]}
{'A': [4.7683700662992656e-06, 3.0746285011651775], 'Dx': [0.19010283574345976, 0.00042273866518094394], 'chisquare': 6235.1736201988306, 'L': [99.979506230979524, 0.032242081976654902], 'A_d': [0.00079476013868751139, 1.7361680930333412e-05], 'L_d': [0.000110974509777928, 0.00043900307239166936], 'Dy': [-0.018388273459944315, 0.00042193318165750782], 'phase': [-98.547900611442202, 0.02121465918214227]}
final fit results:
chi = 1685.80418564
A = 0.039370 +/- 0.000633
A_d = 0.000452 +/- 0.000026
L = 31.433158 +/- 0.296876
L_d = 0.255435 +/- 0.006081
phase = 28.467480 +/- 0.020896
Dx = 0.203137 +/- 0.000416
Dy = -0.018171 +/- 0.000386