importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run42429/042429.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
============== 5.71269e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0356e+04 9.4859e-01 9.8041e-01 1.0159e+00 1.0685e+00 1.0816e+00 1.0358e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10366.673900 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
============== 1.54282e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5118e+03 9.6797e-01 9.9207e-01 1.0012e+00 1.0072e+00 1.0327e+00 5.5138e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5517.279646 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
============== 1.54283e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5110e+03 9.6853e-01 9.9234e-01 1.0011e+00 1.0071e+00 1.0320e+00 5.5130e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5516.527856 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
============== 1.54284e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5109e+03 9.6853e-01 9.9234e-01 1.0011e+00 1.0071e+00 1.0320e+00 5.5129e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5516.396735 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.11789e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.6541e+02 -2.4024e-01 8.2865e-01 9.2027e-01 1.0784e+00 2.4726e+00 9.6735e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 966.378389 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 HESSE
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 9.25913e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5887e+03 8.8969e-01 9.7228e-01 1.0004e+00 1.0058e+00 1.1417e+00 5.5907e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5594.292058 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
============== 9.25914e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5863e+03 8.8992e-01 9.7232e-01 1.0004e+00 1.0058e+00 1.1414e+00 5.5883e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5591.870926 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
============== 1.54282e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5118e+03 9.6797e-01 9.9207e-01 1.0012e+00 1.0072e+00 1.0327e+00 5.5138e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5517.279646 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
============== 1.54283e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5110e+03 9.6853e-01 9.9234e-01 1.0011e+00 1.0071e+00 1.0320e+00 5.5130e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5516.527856 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
============== 1.54284e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5109e+03 9.6853e-01 9.9234e-01 1.0011e+00 1.0071e+00 1.0320e+00 5.5129e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5516.396735 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
============== 1.15968e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7036e+03 9.7923e-01 9.9426e-01 9.9999e-01 1.0097e+00 1.0481e+00 2.7056e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2706.318603 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
============== 1.15965e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.5823e+03 9.7926e-01 9.9489e-01 9.9999e-01 1.0096e+00 1.0466e+00 2.5843e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2584.905053 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
============== 1.15951e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.5804e+03 9.7926e-01 9.9491e-01 9.9999e-01 1.0096e+00 1.0466e+00 2.5823e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2582.954745 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
============== 2.83828e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8141e+04 9.7369e-01 9.9507e-01 1.0000e+00 1.0088e+00 1.0512e+00 2.8143e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28168.938072 TO DIAGONAL.
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
============== Negative diagonal element 7 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00715 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.63006e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7279e+03 4.2828e-02 5.8821e-01 8.8211e-01 1.0033e+00 2.3543e+00 1.7300e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1729.625997 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.63006e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7263e+03 4.2865e-02 5.8762e-01 8.8134e-01 1.0024e+00 2.3525e+00 1.7284e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1728.007833 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.63005e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7259e+03 4.2813e-02 5.8762e-01 8.8133e-01 1.0024e+00 2.3525e+00 1.7280e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1727.581846 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.62998e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7258e+03 4.2788e-02 5.8760e-01 8.8133e-01 1.0025e+00 2.3526e+00 1.7279e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1727.514353 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.62683e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7263e+03 4.2618e-02 5.8743e-01 8.8127e-01 1.0024e+00 2.3528e+00 1.7285e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1728.059203 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== VARIABLE4 IS AT ITS LOWER 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
============== 2.47012e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8193e+04 9.6356e-01 9.9980e-01 9.9997e-01 1.0007e+00 1.0521e+00 2.8195e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28221.330901 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 56560.5 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.4508e+01 5.4784e-01 9.5349e-01 9.9941e-01 1.0010e+00 1.3764e+00 1.6630e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 14.524719 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
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.9172e-01 5.6804e-01 8.5898e-01 9.9998e-01 1.0368e+00 1.4593e+00 3.0686e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.994786 TO DIAGONAL.
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
============== 1.00001 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 1142.47 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.2669e+01 -2.1066e-01 5.7833e-01 9.9999e-01 1.0882e+00 1.4893e+00 1.5724e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 12.684993 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00191 added to diagonal of error matrix
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': [0.051200688898388469, 0.00076318127241431499], 'Dx': [0.20377243889208074, 0.00057945258248537357], 'chisquare': 2847.6174128444873, 'L': [32.103566086263214, 0.75996426024349617], 'A_d': [0.0013438617184899915, 5.3297481523689738e-05], 'L_d': [0.18541837323810095, 0.01167631633977867], 'Dy': [-0.016518331285626076, 0.00038058923284367552], 'phase': [59.894852132300173, 0.031938329133751608]}
{'A': [0.04272271986735382, 0.00061426959316934759], 'Dx': [0.20261048060837084, 0.00040282649570588802], 'chisquare': 1848.2162226889141, 'L': [31.359928528039848, 0.26093958121277616], 'A_d': [0.00046854959624842429, 2.4971731787531981e-05], 'L_d': [0.25395860205241971, 0.0053623692397794798], 'Dy': [-0.018346175897189454, 0.00037729974522715537], 'phase': [-53.280715977305839, 0.019010209250179599]}
{'A': [0.042722784910980693, 0.00061582159162076877], 'Dx': [0.20261049210577298, 0.00040350682693723883], 'chisquare': 1848.2162224694312, 'L': [31.359753262377378, 0.2613949644969864], 'A_d': [0.00046853635453697473, 2.4992594451961336e-05], 'L_d': [0.25395466479303208, 0.0053692990616485137], 'Dy': [-0.018345942744398158, 0.00037784482131364427], 'phase': [47.250234905815404, 0.019051510813966388]}
{'A': [0.042722971521713671, 0.00061581705893820615], 'Dx': [0.20261066100844261, 0.00040350584166048975], 'chisquare': 1848.216224508576, 'L': [31.359976581062472, 0.26138975537626763], 'A_d': [0.0004685518862900806, 2.4992388895112017e-05], 'L_d': [0.25395871351011789, 0.005369231518036921], 'Dy': [-0.018345630156666459, 0.00037784391199835454], 'phase': [-28.147965456873436, 0.019050759088976577]}
{'A': [0.053499139092928194, 0.00061020208817749721], 'Dx': [0.20592651886607527, 0.00041197259857561619], 'chisquare': 2016.3256154655367, 'L': [36.876846102492244, 0.33902028678005536], 'A_d': [0.0013018091944558829, 2.3803530888349966e-05], 'L_d': [0.42269264166240222, 0.0068917603691552032], 'Dy': [-0.016159036330305909, 0.00038359870594195655], 'phase': [22.267803360972934, 0.017577166196815597]}
{'A': [0.50258921509862997, 9.9666648683549575e-05], 'Dx': [0.06845022204182527, 0.00063922631213131353], 'chisquare': 542647.01295958122, 'L': [14.323468067139261, 0.0047617198053240273], 'A_d': [0.016485021011376944, 1.455906971403742e-05], 'L_d': [9.5367401325985313e-07, 9.9422511481983555e-07], 'Dy': [-0.0847344151116598, 0.00094519410400462078], 'phase': [-79.914481182195971, 0.0074823328441269155]}
{'A': [0.045803226844711165, 0.00069432003449027002], 'Dx': [0.21168637833657478, 0.0004481973019228036], 'chisquare': 5913.7860957739849, 'L': [9.5664721188637607, 0.0208722053083088], 'A_d': [0.0012603891375969067, 2.5483816863514086e-05], 'L_d': [3.4188207820307071e-12, 1.624205761582842e-05], 'Dy': [-0.0077401625374822203, 0.00042604568068327353], 'phase': [98.012306192698532, 0.018846769239644345]}
final fit results:
chi = 1848.21622247
A = 0.042723 +/- 0.000616
A_d = 0.000469 +/- 0.000025
L = 31.359753 +/- 0.261395
L_d = 0.253955 +/- 0.005369
phase = 47.250235 +/- 0.019052
Dx = 0.202610 +/- 0.000404
Dy = -0.018346 +/- 0.000378