importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run42119/042119.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
============== 5.3807e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0471e+04 9.4774e-01 9.8033e-01 1.0160e+00 1.0716e+00 1.0806e+00 1.0473e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10481.916814 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
============== 1.09104e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5005e+03 9.6221e-01 9.8946e-01 1.0018e+00 1.0096e+00 1.0379e+00 5.5025e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5506.006147 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
============== 1.09105e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4997e+03 9.6317e-01 9.8976e-01 1.0017e+00 1.0094e+00 1.0369e+00 5.5017e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5505.188382 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
============== 1.09105e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4996e+03 9.6318e-01 9.8977e-01 1.0017e+00 1.0093e+00 1.0368e+00 5.5016e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5505.053948 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.03789e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.9592e+02 -1.0976e-02 8.2040e-01 9.2316e-01 1.0729e+00 2.1978e+00 7.9791e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 796.715592 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.03887e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.2045e+02 -1.3704e-02 8.2071e-01 9.2283e-01 1.0725e+00 2.2013e+00 7.2245e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 721.171241 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 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 8.22472e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.2548e+03 -1.1994e-01 8.0461e-01 9.2242e-01 1.0733e+00 2.2843e+00 1.2568e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1256.054332 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 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 352714 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-4.5492e+03 -1.2460e+00 2.9318e-01 9.1629e-01 1.0872e+00 4.3007e+00 4.5508e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 4553.728690 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
============== 1.09104e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5005e+03 9.6221e-01 9.8946e-01 1.0018e+00 1.0096e+00 1.0379e+00 5.5025e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5506.006147 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
============== 1.09105e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4997e+03 9.6317e-01 9.8976e-01 1.0017e+00 1.0094e+00 1.0369e+00 5.5017e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5505.188382 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
============== 1.09105e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.4996e+03 9.6318e-01 9.8977e-01 1.0017e+00 1.0093e+00 1.0368e+00 5.5016e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5505.053948 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 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.12294e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7700e+03 9.8016e-01 9.9412e-01 9.9999e-01 1.0102e+00 1.0473e+00 2.7720e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2772.807869 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
============== 1.12292e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6458e+03 9.8019e-01 9.9476e-01 9.9999e-01 1.0100e+00 1.0460e+00 2.6478e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2648.456275 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
============== 1.12314e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6434e+03 9.8020e-01 9.9477e-01 9.9999e-01 1.0100e+00 1.0460e+00 2.6454e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2646.081708 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 2042.21 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-4.0401e+01 2.1515e-01 4.4869e-01 8.5750e-01 1.0115e+00 1.7661e+00 4.3102e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 40.443909 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
============== 2.76777e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7426e+04 9.7418e-01 9.9511e-01 1.0000e+00 1.0092e+00 1.0521e+00 2.7428e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27453.499224 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
============== 2.76772e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7426e+04 9.7423e-01 9.9526e-01 1.0000e+00 1.0091e+00 1.0521e+00 2.7428e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27453.183860 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
============== 4.98123e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.1920e+03 1.9627e-01 4.4781e-01 9.1571e-01 1.0142e+00 1.8886e+00 2.1945e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2194.160086 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
============== 4.98123e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.1870e+03 1.8983e-01 4.4935e-01 9.1625e-01 1.0147e+00 1.8918e+00 2.1896e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2189.223598 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
============== 4.98125e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.1865e+03 1.8967e-01 4.4935e-01 9.1621e-01 1.0148e+00 1.8919e+00 2.1891e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2188.737436 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
============== 4.98145e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.1864e+03 1.8965e-01 4.4939e-01 9.1621e-01 1.0148e+00 1.8918e+00 2.1890e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2188.608449 TO DIAGONAL.
NEW MINIMUM FOUND. GO BACK TO MINIMIZATION STEP.
=================================================
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V
V
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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
============== 2.40095e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7438e+04 9.6429e-01 9.9986e-01 9.9997e-01 1.0010e+00 1.0531e+00 2.7440e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27465.101169 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
============== 557185 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-3.2190e+02 3.8238e-01 8.5316e-01 8.8444e-01 9.9955e-01 1.7654e+00 3.2402e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 322.227813 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00001 added to diagonal of error matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1 added to diagonal of error matrix
all fit results:
{'A': [0.051846735757270779, 0.00066823888069153514], 'Dx': [0.20773050316468655, 0.00048737453524694274], 'chisquare': 2326.5710159310256, 'L': [46.357870849330347, 1.0664887381668358], 'A_d': [0.0017578351246515522, 2.9992248432864077e-05], 'L_d': [0.44045249149521992, 0.020882418313030199], 'Dy': [-0.015900742153627689, 0.00041315046137757605], 'phase': [-2.5113151806101826, 0.023114020152618764]}
{'A': [0.038716786816404836, 0.0006264210823100913], 'Dx': [0.20068645322854017, 0.00040960966698300183], 'chisquare': 1729.9323382445821, 'L': [31.091537520247492, 0.27975552868714537], 'A_d': [0.00038747242545872362, 2.5502410558791988e-05], 'L_d': [0.2475293022488112, 0.0056941292456574311], 'Dy': [-0.017129112416885306, 0.00038331359188426006], 'phase': [9.6348129325504459, 0.020699990322903261]}
{'A': [0.0518463244230985, 0.0006697043786269008], 'Dx': [0.20773039813079563, 0.00048941331453367098], 'chisquare': 2326.5710188301878, 'L': [46.357683795697405, 1.0684716965875722], 'A_d': [0.0017578158626735396, 3.0073604747271609e-05], 'L_d': [0.44045009445725086, 0.020916538054571415], 'Dy': [-0.015900251045653846, 0.00041372315535426196], 'phase': [-21.360894417509456, 0.023192040013206849]}
{'A': [0.047752085982089298, 0.00069746324826411299], 'Dx': [0.20613897295021033, 0.00049022922794872414], 'chisquare': 3361.2516990967197, 'L': [43.978605407113001, 0.46861789202291959], 'A_d': [0.0014612504410888016, 2.5315932323521917e-05], 'L_d': [2.3327673126516402e-11, 0.00051855863322505802], 'Dy': [-0.017046205885415944, 0.00048050736656612969], 'phase': [35.275568203706655, 0.020207643996485558]}
{'A': [0.038716285220507518, 0.00062612768290684628], 'Dx': [0.20068615295844694, 0.00040910721188147647], 'chisquare': 1729.9323354744399, 'L': [31.09134785263441, 0.27701662092198198], 'A_d': [0.00038746358718533269, 2.5463130263719824e-05], 'L_d': [0.24752623087699271, 0.0056373836375426534], 'Dy': [-0.0171287390620396, 0.00038338294029838238], 'phase': [85.033012775730867, 0.020599866904419173]}
{'A': [0.50093809579504167, 6.7133130664087659e-05], 'Dx': [-0.056204291464695189, 0.00041863863801516743], 'chisquare': 312901.88657118764, 'L': [0.19979427873828559, 9.4243899129153874e-06], 'A_d': [0.020060212108268916, 1.5931034967331392e-05], 'L_d': [0.15909808419421101, 1.4639391031051607e-05], 'Dy': [0.0072561865992337715, 0.00033368542287970371], 'phase': [45.687603190378383, 0.0024985042576446403]}
{'A': [0.052148928777458747, 0.00061629297933379901], 'Dx': [0.20261749793904826, 0.0004109210111202799], 'chisquare': 1417.1341068286811, 'L': [40.219582698962277, 0.27955655781827815], 'A_d': [0.0016672812604012766, 2.4090840562790428e-05], 'L_d': [0.61502628339577403, 0.0055912609379042411], 'Dy': [-0.013528925153208249, 0.00041664701975108187], 'phase': [97.772201112263986, 0.016973636888806709]}
final fit results:
chi = 1417.13410683
A = 0.052149 +/- 0.000616
A_d = 0.001667 +/- 0.000024
L = 40.219583 +/- 0.279557
L_d = 0.615026 +/- 0.005591
phase = 97.772201 +/- 0.016974
Dx = 0.202617 +/- 0.000411
Dy = -0.013529 +/- 0.000417