importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run41644/041644.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
============== 5.36077e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0718e+04 9.4763e-01 9.8024e-01 1.0166e+00 1.0729e+00 1.0807e+00 1.0720e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10728.723625 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.0713e-02 2.5845e-02 2.7069e-01 8.6188e-01 9.3738e-01 1.3939e+00 3.5810e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.074294 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
============== 8.21288e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7585e+03 9.5478e-01 9.8590e-01 1.0024e+00 1.0121e+00 1.0464e+00 5.7605e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5764.267117 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
============== 8.21295e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7574e+03 9.5625e-01 9.8624e-01 1.0023e+00 1.0118e+00 1.0449e+00 5.7594e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5763.146832 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
============== 8.21296e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7572e+03 9.5626e-01 9.8625e-01 1.0023e+00 1.0118e+00 1.0449e+00 5.7592e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5762.937617 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.01621e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.3995e+02 5.6401e-02 8.1668e-01 9.2349e-01 1.0728e+00 2.1442e+00 7.4194e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 740.691903 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
============== 3.67122e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.0519e+03 -2.9599e-01 7.1689e-01 9.2074e-01 1.0772e+00 2.4960e+00 2.0540e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2053.956276 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
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8833e+00 -4.2982e-01 5.9151e-02 9.1742e-01 1.0809e+00 3.5098e+00 4.7458e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2.888074 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 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00585 added to diagonal of 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
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN HESSE
============== 8.21288e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7585e+03 9.5478e-01 9.8590e-01 1.0024e+00 1.0121e+00 1.0464e+00 5.7605e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5764.267117 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
============== 8.21295e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7574e+03 9.5625e-01 9.8624e-01 1.0023e+00 1.0118e+00 1.0449e+00 5.7594e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5763.146832 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
============== 8.21296e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7572e+03 9.5626e-01 9.8625e-01 1.0023e+00 1.0118e+00 1.0449e+00 5.7592e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5762.937617 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
============== 1.07087e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7777e+03 9.7955e-01 9.9156e-01 9.9965e-01 1.0006e+00 1.0394e+00 2.7797e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2780.502951 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
============== 1.07083e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6337e+03 9.7962e-01 9.8949e-01 9.9966e-01 1.0004e+00 1.0350e+00 2.6357e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2636.336804 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
============== 1.07139e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6308e+03 9.7963e-01 9.8945e-01 9.9968e-01 1.0004e+00 1.0349e+00 2.6327e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2633.384570 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
============== 2.54013e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8354e+04 9.7180e-01 9.9468e-01 1.0000e-00 1.0093e+00 1.0539e+00 2.8356e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28382.588018 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
============== 2.54008e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8354e+04 9.7185e-01 9.9484e-01 1.0000e-00 1.0092e+00 1.0538e+00 2.8356e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28382.187583 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
============== 2.15307e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8639e+04 9.5969e-01 9.9975e-01 9.9996e-01 1.0007e+00 1.0554e+00 2.8641e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28667.814822 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
============== 2.15299e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8640e+04 9.5971e-01 9.9991e-01 9.9996e-01 1.0005e+00 1.0554e+00 2.8642e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28668.251734 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 2.06421e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.0484e+02 9.6300e-01 9.9789e-01 9.9942e-01 1.0009e+00 1.0402e+00 2.0684e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 205.044609 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 MIGRAD
============== Negative diagonal element 1 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00002 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.9495e-01 5.1204e-02 4.9068e-01 8.9365e-01 9.4268e-01 1.6657e+00 3.2510e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.298205 TO DIAGONAL.
MINUIT WARNING IN MNCROS
============== Cannot find slope of the right sign
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
MINUIT WARNING IN MIGRAD
============== VARIABLE1 IS AT ITS LOWER ALLOWED LIMIT.
all fit results:
{'A': [0.035923017467130725, 0.0006342592068543651], 'Dx': [0.19806133167811524, 0.00041243893824294275], 'chisquare': 1774.7524545086528, 'L': [31.710221319790755, 0.3052435286358115], 'A_d': [0.00034549448893173018, 2.5818128898041914e-05], 'L_d': [0.26111942227186136, 0.0061653846609832919], 'Dy': [-0.016884368279306727, 0.00038478408457542912], 'phase': [-15.47678527856003, 0.022164544889193394]}
{'A': [0.035922890287570508, 0.00063434362776004782], 'Dx': [0.19806123186991975, 0.00041249819377142671], 'chisquare': 1774.7524548690026, 'L': [31.710213395598529, 0.30546959617409897], 'A_d': [0.00034548777062232139, 2.5844711851741309e-05], 'L_d': [0.26111870537627158, 0.0061708703381954111], 'Dy': [-0.016884459073567726, 0.0003846646737049042], 'phase': [-84.591819005289594, 0.022161901666052586]}
{'A': [0.035923017365261378, 0.00063381048311550447], 'Dx': [0.19806133180697394, 0.00041231893032378508], 'chisquare': 1774.7524545086285, 'L': [31.710222396114201, 0.30512508085981516], 'A_d': [0.00034549449801463128, 2.5811576214312959e-05], 'L_d': [0.26111944218172406, 0.0061635392023794144], 'Dy': [-0.016884368438558894, 0.00038464190470755], 'phase': [3.3727707459356253, 0.022153373533591036]}
{'A': [0.049572788482107888, 0.00067602308459563387], 'Dx': [0.20528504901232125, 0.00045876537763778202], 'chisquare': 2083.8501429476482, 'L': [50.376977908369071, 0.94604922315267359], 'A_d': [0.0017195159350844591, 2.7298969472705492e-05], 'L_d': [0.52254193311247177, 0.018654129458066271], 'Dy': [-0.01569129452000162, 0.00042404037077314882], 'phase': [-33.864869819230378, 0.021007868185492384]}
{'A': [0.035922852633948066, 0.0006347487790092643], 'Dx': [0.1980612663594723, 0.00041272829303906633], 'chisquare': 1774.7524546394332, 'L': [31.710159789703575, 0.30574605394672005], 'A_d': [0.00034548684441237931, 2.5831133581510901e-05], 'L_d': [0.26111822637441406, 0.0061749735429398045], 'Dy': [-0.01688442302089399, 0.0003850021038473983], 'phase': [47.355065107834434, 0.022191199031098563]}
{'A': [0.035923246712625811, 0.00063418781425836346], 'Dx': [0.19806165535075948, 0.0004125563337984417], 'chisquare': 1774.7524564669563, 'L': [31.710466869418912, 0.30522762512175561], 'A_d': [0.00034550331039123749, 2.5824606047136767e-05], 'L_d': [0.26112486458074824, 0.006166462109915255], 'Dy': [-0.016884612307242364, 0.00038479225680276841], 'phase': [-97.158189424928224, 0.0221442609114888]}
{'A': [0.0, 5.604065061864949e-06], 'Dx': [0.19264744570039305, 0.00038184741556168689], 'chisquare': 5054.0998859656156, 'L': [27.091362805235963, 0.45124827579166826], 'A_d': [0.00080454934785756382, 1.5249600737177182e-05], 'L_d': [0.1765487070327566, 0.0080088792888096672], 'Dy': [-0.015295310439707777, 0.00037877507961603385], 'phase': [87.749080396259075, 0.0668322193362485]}
final fit results:
chi = 1774.75245451
A = 0.035923 +/- 0.000634
A_d = 0.000345 +/- 0.000026
L = 31.710222 +/- 0.305125
L_d = 0.261119 +/- 0.006164
phase = 3.372771 +/- 0.022153
Dx = 0.198061 +/- 0.000412
Dy = -0.016884 +/- 0.000385