importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run41647/041647.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
============== 5.16298e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0541e+04 9.4540e-01 9.7944e-01 1.0168e+00 1.0722e+00 1.0855e+00 1.0543e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10552.032326 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-8.5930e-03 2.0981e-01 5.7779e-01 8.6780e-01 1.0423e+00 1.6661e+00 2.6448e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.011238 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
============== 9.66159e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5830e+03 9.5878e-01 9.8727e-01 1.0021e+00 1.0104e+00 1.0425e+00 5.5850e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5588.548523 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
============== 9.66167e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5825e+03 9.5989e-01 9.8761e-01 1.0020e+00 1.0102e+00 1.0412e+00 5.5845e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5588.062066 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
============== 9.66168e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5824e+03 9.5989e-01 9.8762e-01 1.0020e+00 1.0102e+00 1.0412e+00 5.5844e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5587.968109 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.7915e-04 2.1142e-01 4.0977e-01 1.0542e+00 1.1092e+00 1.7343e+00 2.4820e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.003461 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.03637e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.2051e+02 3.9451e-02 8.2328e-01 9.1900e-01 1.0733e+00 2.1995e+00 7.2246e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 721.235836 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
============== 6.56991e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.4441e+03 -1.2892e-01 7.9041e-01 9.1657e-01 1.0747e+00 2.3585e+00 1.4460e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1445.507178 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
============== 9.66159e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5830e+03 9.5878e-01 9.8727e-01 1.0021e+00 1.0104e+00 1.0425e+00 5.5850e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5588.548523 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
============== 9.66167e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5825e+03 9.5989e-01 9.8761e-01 1.0020e+00 1.0102e+00 1.0412e+00 5.5845e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5588.062066 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
============== 9.66168e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.5824e+03 9.5989e-01 9.8762e-01 1.0020e+00 1.0102e+00 1.0412e+00 5.5844e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5587.968109 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 878.098 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.2323e+01 1.1999e-01 4.6679e-01 9.0009e-01 1.4545e+00 4.3388e+00 1.2042e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 12.334667 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 4 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.01854 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.
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
============== 1.02723e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7955e+03 9.7911e-01 9.9382e-01 9.9999e-01 1.0096e+00 1.0488e+00 2.7975e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2798.336056 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
============== 1.02717e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6613e+03 9.7916e-01 9.9449e-01 9.9999e-01 1.0094e+00 1.0474e+00 2.6632e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2663.934209 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
============== 1.02733e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6587e+03 9.7916e-01 9.9450e-01 9.9999e-01 1.0094e+00 1.0474e+00 2.6607e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2661.379011 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-3.2612e-02 3.7734e-01 5.2046e-01 8.7459e-01 9.3463e-01 1.6848e+00 2.6407e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.035253 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
============== 2.46128e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8334e+04 9.7089e-01 9.9450e-01 1.0000e+00 1.0095e+00 1.0553e+00 2.8336e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28362.582654 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.78537e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7592e+03 7.4949e-02 5.0433e-01 8.9646e-01 1.0069e+00 2.2789e+00 1.7614e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1760.958060 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 4.78538e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7584e+03 7.5911e-02 5.0373e-01 8.9595e-01 1.0065e+00 2.2774e+00 1.7606e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 1760.129404 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-4.5200e-01 2.3889e-01 6.1646e-01 9.1831e-01 9.7851e-01 1.5092e+00 3.1906e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.455192 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 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00001 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8927e-01 2.1516e-01 4.9668e-01 9.0649e-01 1.0062e+00 1.2840e+00 3.3808e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.292654 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
============== 2.095e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8506e+04 9.5879e-01 9.9974e-01 9.9996e-01 1.0007e+00 1.0570e+00 2.8508e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28534.228316 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
============== 2.09494e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8506e+04 9.5882e-01 9.9990e-01 9.9996e-01 1.0005e+00 1.0570e+00 2.8508e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28534.605431 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
============== 2.09467e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8507e+04 9.5882e-01 9.9991e-01 9.9996e-01 1.0005e+00 1.0570e+00 2.8509e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28535.371083 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6872e-03 2.5525e-01 7.7352e-01 9.4968e-01 9.9912e-01 1.2251e+00 2.8001e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.005487 TO DIAGONAL.
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': [0.04982006806158179, 0.00067837141408663704], 'Dx': [0.20526115034800085, 0.00047616848727205507], 'chisquare': 2177.074763419012, 'L': [50.179958284036118, 1.1086187447225626], 'A_d': [0.0016888738500113187, 2.8637168165812632e-05], 'L_d': [0.52091899712834444, 0.021803624693791379], 'Dy': [-0.015222655855236411, 0.00042336500759976303], 'phase': [-90.470070131983547, 0.022935437269616443]}
{'A': [0.03673455180990215, 0.00068154315519222686], 'Dx': [0.19890160877336882, 0.00043743478531332869], 'chisquare': 1452.6123592614085, 'L': [41.876754838065317, 0.33000349121286732], 'A_d': [0.00033913307953148397, 2.7999904892300753e-05], 'L_d': [0.56621919231392592, 0.0066044331734876893], 'Dy': [-0.016147000124078659, 0.00042116947137760263], 'phase': [-34.102437434911621, 0.02050005753210371]}
{'A': [0.04982007050387538, 0.00067844572302647177], 'Dx': [0.20526115445666093, 0.00047948399305841605], 'chisquare': 2177.0747634185964, 'L': [50.179979402730538, 1.1518633120907324], 'A_d': [0.0016888740938368341, 2.8878087949490983e-05], 'L_d': [0.52091940208617571, 0.022654875807969183], 'Dy': [-0.015222658220588769, 0.00042320008997620562], 'phase': [-2.505475310119337, 0.023439356958554924]}
{'A': [0.04607905402896656, 0.00067880241924084261], 'Dx': [0.20260795278723087, 0.0004688560471022285], 'chisquare': 2875.833761301752, 'L': [42.909505666218031, 0.41704511024793334], 'A_d': [0.0014349379647267124, 2.4845193284356304e-05], 'L_d': [1.3127149367520019e-10, 0.00063108057668329054], 'Dy': [-0.01630353219485059, 0.00046794853595422126], 'phase': [-59.047550249659587, 0.020702817615877223]}
{'A': [0.036839226431420458, 0.00063549351285940858], 'Dx': [0.19845662493565719, 0.0004141264005399492], 'chisquare': 1765.8600176242123, 'L': [32.221395656398286, 0.31331267035506727], 'A_d': [0.00038173957701653771, 2.584379561432204e-05], 'L_d': [0.27235772251440127, 0.0063542363028939453], 'Dy': [-0.016708152452126868, 0.00038590029980056784], 'phase': [97.573139272572433, 0.022007381954026073]}
{'A': [0.04982010907548462, 0.00067512134089509068], 'Dx': [0.20526110220950144, 0.0004753764485849743], 'chisquare': 2177.0747640216782, 'L': [50.18025165571138, 1.1383426817258311], 'A_d': [0.0016888742589855066, 2.8552231589540344e-05], 'L_d': [0.52092444273522143, 0.022403085065812622], 'Dy': [-0.015222788066683535, 0.00042237399068412174], 'phase': [72.892762475654166, 0.023146874225744796]}
{'A': [2.0261570199409107e-14, 5.4023480824949566e-06], 'Dx': [0.19248888134801412, 0.00038061843327863443], 'chisquare': 5209.8020964205953, 'L': [27.946911545984143, 0.46023177101013779], 'A_d': [0.00079653335624857435, 1.5241545454597327e-05], 'L_d': [0.19354060270607104, 0.0082284351141201084], 'Dy': [-0.0153119970513238, 0.00037880822618863164], 'phase': [24.933912805842724, 0.064961747779854306]}
final fit results:
chi = 1452.61235926
A = 0.036735 +/- 0.000682
A_d = 0.000339 +/- 0.000028
L = 41.876755 +/- 0.330003
L_d = 0.566219 +/- 0.006604
phase = -34.102437 +/- 0.020500
Dx = 0.198902 +/- 0.000437
Dy = -0.016147 +/- 0.000421