importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run41725/041725.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
============== 5.22933e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0638e+04 9.4626e-01 9.7988e-01 1.0167e+00 1.0729e+00 1.0830e+00 1.0640e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10648.630337 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00013 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-8.1260e-01 2.5371e-02 2.9253e-01 5.6711e-01 9.7349e-01 1.5859e+00 4.3682e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.816970 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
============== 9.52734e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7168e+03 9.5823e-01 9.8806e-01 1.0019e+00 1.0109e+00 1.0427e+00 5.7188e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5722.499465 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
============== 9.52743e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7158e+03 9.5936e-01 9.8840e-01 1.0018e+00 1.0106e+00 1.0415e+00 5.7178e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5721.520100 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
============== 9.52743e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7156e+03 9.5936e-01 9.8841e-01 1.0018e+00 1.0106e+00 1.0414e+00 5.7176e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5721.350373 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
============== 1 added to diagonal of 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
============== 1 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 MNCROS
============== Cannot find slope of the right sign
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
============== 1 added to diagonal of 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
============== 1 added to diagonal of 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
============== 1 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.04724e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.5859e+02 2.8023e-02 8.2151e-01 9.2222e-01 1.0736e+00 2.1611e+00 7.6058e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 759.351542 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
============== 8.52547e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.1386e+03 -5.4088e-02 8.0810e-01 9.2136e-01 1.0739e+00 2.2280e+00 1.1406e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1139.720976 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-4.3286e+00 -5.5952e-01 5.5878e-02 9.1368e-01 1.0844e+00 3.7411e+00 6.0930e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 4.334651 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
============== 9.52734e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7168e+03 9.5823e-01 9.8806e-01 1.0019e+00 1.0109e+00 1.0427e+00 5.7188e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5722.499465 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
============== 9.52743e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7158e+03 9.5936e-01 9.8840e-01 1.0018e+00 1.0106e+00 1.0415e+00 5.7178e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5721.520100 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
============== 9.52743e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7156e+03 9.5936e-01 9.8841e-01 1.0018e+00 1.0106e+00 1.0414e+00 5.7176e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5721.350373 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.2382e-03 1.6706e-01 3.6415e-01 8.4128e-01 1.3577e+00 1.9307e+00 2.3403e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.003578 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
============== 1.08023e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7231e+03 9.7937e-01 9.9160e-01 9.9977e-01 1.0008e+00 1.0403e+00 2.7251e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2725.848083 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
============== 1.08018e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.5826e+03 9.7942e-01 9.8982e-01 9.9975e-01 1.0006e+00 1.0362e+00 2.5846e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2585.194792 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
============== 1.08048e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.5798e+03 9.7944e-01 9.8958e-01 9.9980e-01 1.0007e+00 1.0358e+00 2.5818e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2582.373179 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
============== 2.63784e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8174e+04 9.7262e-01 9.9485e-01 1.0000e+00 1.0094e+00 1.0534e+00 2.8176e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28201.772192 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 846.755 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.1616e+01 2.1160e-01 3.9881e-01 8.6839e-01 1.0100e+00 1.8004e+00 5.4326e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 51.669874 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
============== 2.27168e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8284e+04 9.6180e-01 9.9982e-01 9.9996e-01 1.0009e+00 1.0547e+00 2.8286e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28312.752634 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
============== 2.2716e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8285e+04 9.6183e-01 9.9995e-01 9.9997e-01 1.0008e+00 1.0547e+00 2.8287e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28313.211630 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
============== 595498 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.0832e+02 4.0190e-01 8.4763e-01 8.8169e-01 9.9965e-01 1.7559e+00 2.1043e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 208.531100 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
============== 595500 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.0737e+02 4.0203e-01 8.4731e-01 8.8143e-01 9.9965e-01 1.7556e+00 2.0948e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 207.578228 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 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00181 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6848e-01 6.6760e-02 4.3452e-01 8.9802e-01 9.8955e-01 1.5449e+00 3.3348e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.271811 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00049 added to diagonal of error matrix
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 554.476 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.8283e+01 2.1433e-01 4.0104e-01 8.4904e-01 1.0134e+00 1.8035e+00 6.1002e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 58.344383 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 3 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00251 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
============== 4.89555e+10 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-6.2929e+04 9.9851e-01 9.9981e-01 1.0004e+00 1.0018e+00 6.2931e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 62991.486568 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00002 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.5296e-03 4.6780e-02 5.5316e-01 1.4521e+00 1.5489e+00 2.4016e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.004931 TO DIAGONAL.
NEW MINIMUM FOUND. GO BACK TO MINIMIZATION STEP.
=================================================
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all fit results:
{'A': [0.050216690606487702, 0.00067297585834791285], 'Dx': [0.2050917277432891, 0.00046800621676812426], 'chisquare': 2249.6716189609765, 'L': [50.040150358444421, 1.0707562254819649], 'A_d': [0.0017261388571271907, 2.8158815210538313e-05], 'L_d': [0.51511488136351435, 0.021094597700798273], 'Dy': [-0.016201717945010685, 0.00042041887002142175], 'phase': [-46.434656072686678, 0.022414422627058173]}
{'A': [0.050877978859966977, 0.00064950618980097463], 'Dx': [0.2024902523642691, 0.00041869418532058944], 'chisquare': 1568.4488814408405, 'L': [49.586236104506767, 2.668632795632675e-06], 'A_d': [0.0015643752008535627, 3.0337883328152015e-05], 'L_d': [0.99833860193149204, 1.99865226035989e-08], 'Dy': [-0.01449323895221255, 0.00040442260806550223], 'phase': [47.664679178692239, 0.013289705585634692]}
{'A': [0.047381186425369815, 0.00060864138342150986], 'Dx': [0.19281507986850954, 0.00051745071635611595], 'chisquare': 1800.2466564630809, 'L': [32.104728286532534, 0.30546137525809236], 'A_d': [0.0016469148600704586, 2.6899119794060455e-05], 'L_d': [0.40847672837264315, 0.0060191398034304122], 'Dy': [-0.014594817576936592, 0.00043914520545307312], 'phase': [-3.0052562771075628, 0.021108065035690515]}
{'A': [0.050216913848461497, 0.00067393644827731802], 'Dx': [0.2050920203601585, 0.00046915664078372998], 'chisquare': 2249.6716235926065, 'L': [50.040042861579025, 1.0706438068796089], 'A_d': [0.001726153821994536, 2.8184908637512995e-05], 'L_d': [0.51511161402983052, 0.021089640196434084], 'Dy': [-0.016202107461364079, 0.0004209078504464614], 'phase': [98.078591042084639, 0.022443091532636572]}
{'A': [0.036717248828594395, 0.00062943602543413801], 'Dx': [0.19785546789068675, 0.00040994397170734942], 'chisquare': 1800.2080296685981, 'L': [31.757807318222898, 0.29978658580942152], 'A_d': [0.0003553206643159279, 2.5633654429230157e-05], 'L_d': [0.26172212155767849, 0.0060633303718755638], 'Dy': [-0.017384285716612879, 0.00038259405554175174], 'phase': [53.631945108255877, 0.021793059413326432]}
{'A': [0.047894063449462065, 0.00062495405470416876], 'Dx': [0.20145658578787717, 0.00041927013746878572], 'chisquare': 1879.9629677248486, 'L': [38.244742977896642, 0.42227981928553859], 'A_d': [0.0012023037528642311, 2.4488415271944897e-05], 'L_d': [0.44909306959128104, 0.0084543920159377839], 'Dy': [-0.015562641251262832, 0.00039340684235877887], 'phase': [78.939633897773973, 0.020034242631908228]}
{'A': [0.042282955051679005, 6.7073468261180658e-05], 'Dx': [0.19940154220991602, 0.00041854906691973781], 'chisquare': 1577.2029527509849, 'L': [51.239819720963375, 0.24185805617716483], 'A_d': [0.0014446847957442777, 1.7946694805592855e-05], 'L_d': [0.92319237661001829, 0.0048531194245683973], 'Dy': [-0.012491738734061286, 0.00043614383055068373], 'phase': [97.968153848059728, 0.017489059899503445]}
final fit results:
chi = 1568.44888144
A = 0.050878 +/- 0.000650
A_d = 0.001564 +/- 0.000030
L = 49.586236 +/- 0.000003
L_d = 0.998339 +/- 0.000000
phase = 47.664679 +/- 0.013290
Dx = 0.202490 +/- 0.000419
Dy = -0.014493 +/- 0.000404