importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run41636/041636.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
============== 5.35139e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0583e+04 9.4743e-01 9.8031e-01 1.0164e+00 1.0712e+00 1.0823e+00 1.0584e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10593.177711 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.0524e-02 1.9595e-02 2.7847e-01 8.9954e-01 9.4242e-01 1.5689e+00 3.3416e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.053866 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
============== 1.00485e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6311e+03 9.5997e-01 9.8795e-01 1.0020e+00 1.0102e+00 1.0415e+00 5.6331e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5636.757189 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
============== 1.00486e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6305e+03 9.6103e-01 9.8830e-01 1.0019e+00 1.0100e+00 1.0403e+00 5.6325e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5636.088430 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
============== 1.00486e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6303e+03 9.6103e-01 9.8831e-01 1.0019e+00 1.0100e+00 1.0403e+00 5.6323e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5635.962042 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
============== 1.00486e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6303e+03 9.6103e-01 9.8831e-01 1.0019e+00 1.0100e+00 1.0403e+00 5.6323e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5635.949755 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
============== 1.00483e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6294e+03 9.6104e-01 9.8828e-01 1.0019e+00 1.0100e+00 1.0403e+00 5.6314e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5635.055064 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
============== 1.00408e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6334e+03 9.6021e-01 9.8925e-01 1.0024e+00 1.0101e+00 1.0435e+00 5.6354e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5639.052236 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 1 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 3 in Error Matrix
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
============== 1 added to diagonal of error matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 1 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
============== 2.54002e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.1759e+02 5.6986e-01 7.6786e-01 1.0104e+00 1.8968e+00 7.1935e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 718.310352 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
============== 1.02913e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.4948e+02 1.1620e-02 8.1834e-01 9.2203e-01 1.0728e+00 2.2024e+00 7.5146e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 750.235105 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
============== 6.56854e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.4955e+03 -1.7249e-01 7.8415e-01 9.2051e-01 1.0741e+00 2.3642e+00 1.4975e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1496.971990 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
============== 2.96765e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.3549e+03 -4.9386e-01 6.8968e-01 9.1784e-01 1.0785e+00 2.7211e+00 2.3570e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2357.273739 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
============== 1.00485e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6311e+03 9.5997e-01 9.8795e-01 1.0020e+00 1.0102e+00 1.0415e+00 5.6331e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5636.757189 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
============== 1.00486e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6305e+03 9.6103e-01 9.8830e-01 1.0019e+00 1.0100e+00 1.0403e+00 5.6325e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5636.088430 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
============== 1.00486e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.6303e+03 9.6103e-01 9.8831e-01 1.0019e+00 1.0100e+00 1.0403e+00 5.6323e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5635.962042 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
============== 1.08307e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7557e+03 9.7967e-01 9.9329e-01 9.9996e-01 1.0032e+00 1.0434e+00 2.7577e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2758.428795 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
============== 1.08303e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6250e+03 9.7972e-01 9.9397e-01 9.9996e-01 1.0034e+00 1.0426e+00 2.6270e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2627.660998 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
============== 1.08258e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6230e+03 9.7972e-01 9.9398e-01 9.9996e-01 1.0034e+00 1.0426e+00 2.6250e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2625.599138 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
============== 2.65224e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7929e+04 9.7311e-01 9.9491e-01 1.0000e+00 1.0094e+00 1.0532e+00 2.7931e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27956.810765 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
============== 2.65217e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7929e+04 9.7316e-01 9.9506e-01 1.0000e+00 1.0092e+00 1.0531e+00 2.7931e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27956.506941 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
============== 2.65247e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7927e+04 9.7317e-01 9.9506e-01 1.0000e+00 1.0092e+00 1.0531e+00 2.7929e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27955.425503 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
============== 2.28356e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8018e+04 9.6243e-01 9.9982e-01 9.9997e-01 1.0009e+00 1.0544e+00 2.8019e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28045.529555 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
============== 637236 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.2739e+02 4.0408e-01 8.4232e-01 8.8321e-01 9.9981e-01 1.7602e+00 2.2950e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 227.621004 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 1857.35 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8125e+01 9.4800e-03 4.1203e-01 8.7797e-01 1.0126e+00 1.5384e+00 3.1274e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28.156226 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00108 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 1621.77 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-3.9927e+01 7.5459e-03 4.1478e-01 8.7659e-01 1.0102e+00 1.5426e+00 4.3076e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 39.970392 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00133 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 1031.82 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7922e+01 4.1213e-03 4.2020e-01 8.7406e-01 1.0051e+00 1.5528e+00 6.1065e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 57.982760 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00361 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 1 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.24075e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-6.4890e+02 -4.6918e-01 3.4618e-01 9.9309e-01 3.4343e+00 6.5060e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 649.554863 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== VARIABLE2 IS AT ITS LOWER ALLOWED LIMIT.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0010e+00 7.5033e-01 1.0327e+00 1.1746e+00 1.7806e+00 2.2627e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1.003218 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== VARIABLE2 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE2 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': [0.050684083407752933, 0.0006774761672240226], 'Dx': [0.20703040665294736, 0.00047772844202409459], 'chisquare': 2136.6753558620399, 'L': [49.656861115854376, 1.0717760859357917], 'A_d': [0.00172258659392166, 2.8317028274243983e-05], 'L_d': [0.50994962165763413, 0.021067377783233504], 'Dy': [-0.013077293183362926, 0.00042147878555454099], 'phase': [54.07211301211828, 0.022366392649772138]}
{'A': [0.100010200017457, 1.0200017456912791e-05], 'Dx': [0.18541913565147006, 1.375558301663915e-05], 'chisquare': 39617.373388006439, 'L': [21.213576929927669, 0.0067261640528055722], 'A_d': [0.00071811243101371769, 0.64199098047919323], 'L_d': [0.017531581147500586, 1.7488632758910772e-05], 'Dy': [-0.020350927512774675, 0.00025221079382742317], 'phase': [-28.039963408530468, 0.0027987617695117706]}
{'A': [0.050683995121690306, 0.00067641530024489804], 'Dx': [0.20703043110120589, 0.00047671520319614302], 'chisquare': 2136.6753574835911, 'L': [49.655935720972238, 1.0667630700859441], 'A_d': [0.0017225661062365005, 2.8197680064595554e-05], 'L_d': [0.50993097294658085, 0.02097309455549945], 'Dy': [-0.013077214406623128, 0.00042127264828906164], 'phase': [-8.7597516456112743, 0.022268902405436108]}
{'A': [0.037378004615765958, 0.00063612087558270747], 'Dx': [0.20002442869853354, 0.00041592478449459236], 'chisquare': 1880.7850595421555, 'L': [32.099386331477618, 0.31198409571814167], 'A_d': [0.00040545313856199527, 2.6000888356220164e-05], 'L_d': [0.26971442971808979, 0.0063430475510896922], 'Dy': [-0.014245517085701209, 0.00038431539528094305], 'phase': [-59.464110961961644, 0.021562949920138408]}
{'A': [0.037378137862945915, 0.00063623229120443603], 'Dx': [0.20002437866536482, 0.00041596133779897571], 'chisquare': 1880.7850605976196, 'L': [32.099337194478785, 0.3119759477515256], 'A_d': [0.0004054542101878944, 2.6002318089829446e-05], 'L_d': [0.26971446757194129, 0.0063428590631218751], 'Dy': [-0.014245559236258032, 0.00038435153222238227], 'phase': [97.615516573874316, 0.021562775758226849]}
{'A': [0.037378656139014088, 0.00063489045090264762], 'Dx': [0.2000249336041815, 0.00041561841185622228], 'chisquare': 1880.7850669732218, 'L': [32.099808520248658, 0.31173184324397951], 'A_d': [0.0004054850608602445, 2.5970725427371111e-05], 'L_d': [0.26972189795456902, 0.0063389424869388922], 'Dy': [-0.014244890579945491, 0.0003840563717876222], 'phase': [-40.614542597384087, 0.021542216992695984]}
{'A': [0.029409483909733636, 0.00037732724999336997], 'Dx': [0.19823836795131555, 0.0003895656433030581], 'chisquare': 2130.438353614933, 'L': [30.972577200995801, 0.27836626434576317], 'A_d': [9.5367401325985313e-07, 0.60592774048901221], 'L_d': [0.2467363392094078, 0.0054833170117057906], 'Dy': [-0.014778995472862988, 0.00037403639725663851], 'phase': [-84.646162000962192, 0.023262049084110004]}
final fit results:
chi = 1880.78505954
A = 0.037378 +/- 0.000636
A_d = 0.000405 +/- 0.000026
L = 32.099386 +/- 0.311984
L_d = 0.269714 +/- 0.006343
phase = -59.464111 +/- 0.021563
Dx = 0.200024 +/- 0.000416
Dy = -0.014246 +/- 0.000384