importing root, please wait ...
...root imported
Using root file /twist/tw00y/systematics//data/set72/anal2/goodlinks/run41745/041745.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
============== 5.41069e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.0502e+04 9.4676e-01 9.8020e-01 1.0165e+00 1.0698e+00 1.0839e+00 1.0504e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 10512.541886 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
============== 1.05917e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7443e+03 9.6072e-01 9.8853e-01 1.0018e+00 1.0102e+00 1.0405e+00 5.7463e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5750.057703 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
============== 1.05918e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7435e+03 9.6170e-01 9.8886e-01 1.0017e+00 1.0100e+00 1.0394e+00 5.7455e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5749.243046 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
============== 1.05918e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7434e+03 9.6170e-01 9.8887e-01 1.0017e+00 1.0100e+00 1.0394e+00 5.7454e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5749.099354 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.7629e-03 1.8626e-01 4.1673e-01 7.7397e-01 1.3310e+00 1.8148e+00 2.4790e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.004242 TO DIAGONAL.
MINUIT WARNING IN HESSE
============== Negative diagonal element 2 in Error Matrix
MINUIT WARNING IN HESSE
============== 1.05621e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-7.4951e+02 -3.7565e-03 8.2458e-01 9.1923e-01 1.0745e+00 2.2301e+00 7.5147e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 750.264222 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
============== 3.37906e+06 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.2913e+03 -4.9035e-01 7.1753e-01 9.1333e-01 1.0793e+00 2.7271e+00 2.2934e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2293.612762 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:
-6.5694e+00 -5.5929e-01 5.4425e-02 9.0723e-01 1.0829e+00 3.7406e+00 8.3435e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 6.577707 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
============== 1.05917e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7443e+03 9.6072e-01 9.8853e-01 1.0018e+00 1.0102e+00 1.0405e+00 5.7463e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5750.057703 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
============== 1.05918e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7435e+03 9.6170e-01 9.8886e-01 1.0017e+00 1.0100e+00 1.0394e+00 5.7455e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5749.243046 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
============== 1.05918e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-5.7434e+03 9.6170e-01 9.8887e-01 1.0017e+00 1.0100e+00 1.0394e+00 5.7454e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 5749.099354 TO DIAGONAL.
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-1.5777e-04 1.9949e-01 5.2562e-01 9.0785e-01 1.1498e+00 1.9371e+00 2.2803e+00
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 0.002438 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
============== 1.07986e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8328e+03 9.7937e-01 9.9391e-01 9.9999e-01 1.0095e+00 1.0475e+00 2.8348e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2835.657402 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
============== 1.07984e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6991e+03 9.7941e-01 9.9459e-01 9.9999e-01 1.0094e+00 1.0461e+00 2.7011e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2701.786213 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
============== 1.07909e+08 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.6974e+03 9.7941e-01 9.9460e-01 9.9999e-01 1.0094e+00 1.0461e+00 2.6994e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 2700.089526 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
============== 2.6061e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8487e+04 9.7209e-01 9.9475e-01 1.0000e+00 1.0093e+00 1.0531e+00 2.8489e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28515.481355 TO DIAGONAL.
MINUIT WARNING IN MIGRAD
============== Negative diagonal element 5 in Error Matrix
MINUIT WARNING IN MIGRAD
============== 1.00009 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
============== 6.75637e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.3215e+03 4.6226e-01 7.0677e-01 1.0215e+00 1.2561e+00 1.5273e+00 9.3235e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 9330.841886 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
============== 6.75639e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.3230e+03 4.6209e-01 7.0103e-01 1.0215e+00 1.2514e+00 1.5255e+00 9.3250e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 9332.330567 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
============== 6.75639e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.3236e+03 4.6215e-01 7.0102e-01 1.0215e+00 1.2512e+00 1.5253e+00 9.3256e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 9332.930783 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
============== 6.75649e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.3227e+03 4.6232e-01 7.0101e-01 1.0215e+00 1.2511e+00 1.5252e+00 9.3248e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 9332.039566 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
============== 6.76395e+07 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-9.3110e+03 4.6450e-01 7.0133e-01 1.0215e+00 1.2509e+00 1.5238e+00 9.3130e+03
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 9320.294371 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
============== 2.2381e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8645e+04 9.6084e-01 9.9978e-01 9.9996e-01 1.0008e+00 1.0546e+00 2.8647e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28673.661545 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
============== 2.23803e+09 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.8645e+04 9.6087e-01 9.9993e-01 9.9996e-01 1.0006e+00 1.0546e+00 2.8647e+04
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 28674.048984 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
============== 782896 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-3.2479e+02 4.3565e-01 8.5374e-01 8.9955e-01 1.0004e+00 1.7036e+00 3.2690e+02
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 325.115432 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 4 in Error Matrix
MINUIT WARNING IN HESSE
============== 5496.5 added to diagonal of error matrix
EIGENVALUES OF SECOND-DERIVATIVE MATRIX:
-2.7130e+01 1.8673e-02 3.2292e-01 8.7655e-01 1.0449e+00 1.7792e+00 3.0087e+01
MINUIT WARNING IN HESSE
============== MATRIX FORCED POS-DEF BY ADDING 27.159836 TO DIAGONAL.
all fit results:
{'A': [0.050335632464111602, 0.00067497762722204535], 'Dx': [0.20657640448112247, 0.00052062405589037297], 'chisquare': 2246.1135178884833, 'L': [46.471846087766984, 1.302567184623765], 'A_d': [0.0016473663530984228, 3.2663463130189196e-05], 'L_d': [0.44703552427953608, 0.025272920219558237], 'Dy': [-0.016322001536833497, 0.00041134017290112013], 'phase': [72.857117713008904, 0.026722752429918728]}
{'A': [0.048811523348164521, 0.00062291148518550665], 'Dx': [0.20368291516176917, 0.00041933635311686146], 'chisquare': 1715.3093273577454, 'L': [38.306954097442436, 0.42252285547318991], 'A_d': [0.0012322282434494847, 2.4419555522459113e-05], 'L_d': [0.451013235220798, 0.0084704382165367575], 'Dy': [-0.01570349229419854, 0.00039292025485870852], 'phase': [91.472732844461632, 0.019625597352273871]}
{'A': [0.038316643362902025, 0.00067443323686702805], 'Dx': [0.20113047969943842, 0.00043275233287864978], 'chisquare': 1470.1538192997559, 'L': [41.489006837478023, 0.32694745774768919], 'A_d': [0.00040034231823066202, 2.769085004042382e-05], 'L_d': [0.55824343719825742, 0.0065666486182162087], 'Dy': [-0.016888695243068241, 0.00041513605611775972], 'phase': [-2.6772352248728311, 0.019771912296874916]}
{'A': [0.050202813651638867, 0.00060427681854227644], 'Dx': [0.19940383505262105, 0.00039219154210723417], 'chisquare': 1120.806410841727, 'L': [41.95316729173792, 0.07939805924293708], 'A_d': [0.0017570253298402894, 2.408339951101568e-05], 'L_d': [0.8091227491028341, 0.0015990472878026352], 'Dy': [-0.013044345070213126, 0.00041222747740476962], 'phase': [72.566606635656569, 0.014704653533101464]}
{'A': [0.038419906128577541, 0.00062978610939526392], 'Dx': [0.20046241015192834, 0.00041270079259803083], 'chisquare': 1762.3092808143081, 'L': [32.194911105619219, 0.30983816522935825], 'A_d': [0.00044209116266935577, 2.5631253442903734e-05], 'L_d': [0.2711370184170443, 0.0063373256762360719], 'Dy': [-0.017499759173627893, 0.00038291896165265626], 'phase': [97.597912418082643, 0.021190458841346071]}
{'A': [0.50063967847085522, 9.3521796306061944e-06], 'Dx': [0.058533889509968517, 0.00055226074670144953], 'chisquare': 530791.20939753158, 'L': [14.30911692602418, 0.0049490796510838209], 'A_d': [0.016366313296155233, 1.4764039699022291e-05], 'L_d': [9.5367401325985313e-07, 1.0060271945222521e-06], 'Dy': [-0.068275929500975607, 0.0009871135560954869], 'phase': [45.869218011571434, 0.0073044508663855368]}
{'A': [0.038420468083286974, 0.00063141091688617701], 'Dx': [0.20046241023818112, 0.00041343678033722853], 'chisquare': 1762.3092736292124, 'L': [32.194454052264604, 0.31045674733770667], 'A_d': [0.00044207109815702639, 2.5638744202638453e-05], 'L_d': [0.27112895242559715, 0.0063469258370680848], 'Dy': [-0.017499611404831583, 0.00038360377807133972], 'phase': [-59.481752785715493, 0.021249514271488579]}
final fit results:
chi = 1120.80641084
A = 0.050203 +/- 0.000604
A_d = 0.001757 +/- 0.000024
L = 41.953167 +/- 0.079398
L_d = 0.809123 +/- 0.001599
phase = 72.566607 +/- 0.014705
Dx = 0.199404 +/- 0.000392
Dy = -0.013044 +/- 0.000412