HI - please see Saad's recent detailed email on this. I'm afraid your
approach is (in general) wrong - you either need to orthogonalise
against an orthogonalised set of the other regressors, as Saad
described, or use pinv() instead.
Cheers.
On 18 Feb 2009, at 21:00, Ning Liu wrote:
> I have 4 EVs: original.txt is the 4 EVs (original.txt, one EV one
> column)
> and I want to
> remove from EV1 the parts which is related to EV2, EV3 and EV4. That
> is let
> EV1 reflected its unique variances. I am trying to understand how the
> orthogonalise works.
>
> First, I tried to use Matlab to do the orthogonalization, I did
> demean for
> all of them and then, I did something
> like this
> A1 = A - B.*(A'*B)/(B'*B)
> A2 = A1 - C.*(A1'*C)/(C'*C)
> A3 = A2 - D.*(A2'*D)/(D'*D)
> I get matlab.txt
>
> Then, I used FEAT -> States -> Full model setup to do the
> orthogonalise. Under the first EV, I clicked orthogonalise (see
> FEAT.txt,
> the first column is wrt 2, the second is wrt 2 and 3, the third
> column is
> wrt 2, 3 and 4).
> If i just orthogonalise EV1 wrt 2, the reults from matlab and FSL are
> exactly same.
> If I orthogonalise EV1 wrt 2 and 3, the reults from matlab and FSL
> are
> almost same.
> But when I I orthogonalise EV1 wrt 2, 3 and 4 the reults from
> matlab and
> FSL are not that same. I don't why.
>
> Can anyone help me figure that out?
>
>
> Thanks,
>
> Ning
> -3.4324290e+00 -3.3128000e+00 -1.5990000e+00
> -1.8074020e+00 -1.2759000e+00 9.4800000e-02
> -5.0148980e-01 6.0990000e-01 1.4316000e+00
> -3.5613650e-01 9.7710000e-01 1.5758000e+00
> -1.0469160e+00 -2.8600000e-02 6.9140000e-01
> -1.7537600e+00 -1.0260000e+00 -3.4730000e-01
> -1.4519020e+00 -6.8060000e-01 -2.6600000e-01
> -7.1463480e-01 2.8150000e-01 4.9280000e-01
> -2.4570960e-01 7.0580000e-01 8.8050000e-01
> -9.7154550e-01 -4.0550000e-01 -1.9110000e-01
> -2.0497140e+00 -1.7951000e+00 -1.6020000e+00
> -1.8064410e+00 -1.3407000e+00 -1.5232000e+00
> -7.5125320e-01 2.9490000e-01 -6.3740000e-01
> 7.9451350e-02 1.2287000e+00 2.8700000e-02
> 2.1144050e-01 7.1560000e-01 4.8000000e-03
> -2.0747490e-01 -1.2970000e-01 -5.5690000e-01
> -4.6327950e-01 -1.3380000e-01 -6.1260000e-01
> -5.7410390e-01 -9.8500000e-02 -3.3550000e-01
> -5.8622400e-01 -4.8410000e-01 -3.0360000e-01
> 9.7933430e-02 -3.0170000e-01 1.3580000e-01
> 1.0047630e+00 3.9560000e-01 9.3620000e-01
> 9.0442420e-01 5.8750000e-01 8.5220000e-01
> 2.7536590e-01 2.3320000e-01 1.2040000e-01
> -3.8863680e-01 -4.4730000e-01 -7.1220000e-01
> -1.2006670e+00 -1.3943000e+00 -1.6800000e+00
> -1.1092540e+00 -1.7149000e+00 -1.7781000e+00
> -3.8632250e-01 -1.0143000e+00 -1.1636000e+00
> -5.1611540e-01 -5.2270000e-01 -1.1852000e+00
> -3.4480670e-01 -1.8280000e-01 -8.8800000e-01
> 9.5843690e-01 7.1720000e-01 3.3280000e-01
> 1.5905530e+00 1.0981000e+00 8.1850000e-01
> 1.2381760e+00 5.3800000e-01 4.8720000e-01
> 1.4846900e+00 6.3600000e-01 8.4480000e-01
> 2.1911380e+00 1.3449000e+00 1.6130000e+00
> 1.3713120e+00 4.8970000e-01 8.2430000e-01
> -2.2000830e-01 -9.6220000e-01 -7.9260000e-01
> -6.5856930e-01 -1.1516000e+00 -1.3665000e+00
> -4.4283050e-01 -9.4060000e-01 -1.2307000e+00
> -1.3973370e-01 -4.5710000e-01 -9.1360000e-01
> 6.1964920e-01 5.3540000e-01 -3.8380000e-01
> 1.8047470e+00 1.4617000e+00 4.8280000e-01
> 2.3095300e+00 1.4859000e+00 9.3710000e-01
> 1.6509610e+00 4.8420000e-01 4.4240000e-01
> 1.4394150e+00 4.5540000e-01 4.9050000e-01
> 2.2377930e+00 1.6049000e+00 1.4349000e+00
> 2.4819190e+00 1.7123000e+00 1.6113000e+00
> 1.3431410e+00 1.5420000e-01 2.7360000e-01
> 9.7298480e-01 -3.6790000e-01 -3.3130000e-01
> 1.9780800e+00 6.1440000e-01 5.1420000e-01
> 2.5126510e+00 1.0686000e+00 1.0228000e+00
> 2.4941090e+00 1.1747000e+00 8.8390000e-01
> 2.2488720e+00 9.9660000e-01 3.1580000e-01
> 2.3934170e+00 6.2940000e-01 2.4290000e-01
> 2.8781730e+00 8.2260000e-01 9.4720000e-01
> 3.2706590e+00 2.0152000e+00 1.6984000e+00
> 4.0586670e+00 3.7302000e+00 2.5627000e+00
> 4.3509740e+00 3.7335000e+00 2.7889000e+00
> 2.8451370e+00 1.4994000e+00 1.1588000e+00
> 9.6135150e-01 -3.7990000e-01 -8.8440000e-01
> 2.8677320e-01 -6.9740000e-01 -1.2906000e+00
> -1.5669130e-01 -1.1013000e+00 -1.4017000e+00
> -2.7887540e-01 -1.4605000e+00 -1.8470000e+00
> 1.6462750e+00 8.8700000e-02 -4.8200000e-01
> 4.5632390e+00 2.1752000e+00 2.1499000e+00
> 5.8513630e+00 2.9268000e+00 3.5459000e+00
> 5.2736320e+00 2.7519000e+00 3.1860000e+00
> 4.3559020e+00 2.4589000e+00 2.4099000e+00
> 3.6294910e+00 1.9688000e+00 1.8676000e+00
> 2.7815870e+00 1.1928000e+00 1.2830000e+00
> 8.1424750e-01 -1.7400000e-01 4.2480000e-01
> -2.0096290e+00 -1.8683000e+00 9.0000000e-02
> -1.9521570e+00 -1.1536000e+00 1.9853000e+00
> 1.2262480e-01 9.4860000e-01 4.0729000e+00
> -6.9831000e-02 7.5450000e-01 3.4686000e+00
> -2.4208300e+00 -1.3209000e+00 1.0073000e+00
> -4.5752590e+00 -3.1272000e+00 -1.3363000e+00
> -5.3164330e+00 -3.8447000e+00 -2.4958000e+00
> -3.7683320e+00 -2.4461000e+00 -1.2496000e+00
> -2.2494670e+00 -8.4800000e-01 4.3360000e-01
> -3.3861060e+00 -2.0203000e+00 -2.1630000e-01
> -5.1646590e+00 -3.9408000e+00 -1.6723000e+00
> -5.4060390e+00 -4.4055000e+00 -2.1410000e+00
> -3.7659740e+00 -3.1832000e+00 -1.2109000e+00
> -1.1470150e+00 -5.8920000e-01 8.1280000e-01
> 4.9092410e-01 1.3592000e+00 2.1404000e+00
> -4.0391090e-02 1.1053000e+00 1.1710000e+00
> -9.1797670e-01 6.6430000e-01 -1.4490000e-01
> -1.2007730e+00 6.0490000e-01 -4.6190000e-01
> -1.1615080e+00 1.3640000e-01 -4.0050000e-01
> -6.1210860e-01 4.6100000e-02 1.9740000e-01
> 4.3127030e-01 9.7010000e-01 1.6379000e+00
> 8.6960560e-01 1.4675000e+00 2.2923000e+00
> -3.2155990e-03 5.0750000e-01 1.3028000e+00
> -9.8147610e-01 -2.3660000e-01 2.9860000e-01
> -1.0300960e+00 1.6890000e-01 1.5100000e-01
> -7.5452350e-01 4.5390000e-01 1.2910000e-01
> -5.4332030e-01 7.0910000e-01 2.9330000e-01
> -5.8499930e-01 1.1697000e+00 4.3510000e-01
> -1.3231580e+00 3.6790000e-01 -4.1310000e-01
> -2.4170960e+00 -1.3128000e+00 -1.7444000e+00
> -3.0089740e+00 -1.9136000e+00 -2.3868000e+00
> -2.9964690e+00 -1.6887000e+00 -2.3962000e+00
> -2.9250370e+00 -2.1692000e+00 -2.4034000e+00
> -2.5878260e+00 -2.5694000e+00 -2.1222000e+00
> -1.3531250e+00 -1.1044000e+00 -8.8660000e-01
> 2.7833940e-01 1.4034000e+00 6.3820000e-01
> 1.7239470e+00 3.4245000e+00 1.8523000e+00
> 2.3986830e+00 4.0397000e+00 2.3429000e+00
> 8.5419440e-01 1.9513000e+00 7.6390000e-01
> -2.4719970e+00 -1.8596000e+00 -2.3617000e+00
> -5.0927810e+00 -4.5694000e+00 -4.6833000e+00
> -5.0959280e+00 -4.4893000e+00 -4.7782000e+00
> -2.6610070e+00 -1.9245000e+00 -2.6492000e+00
> 7.6441760e-02 9.6490000e-01 1.0920000e-01
> 1.2991460e+00 2.1659000e+00 1.5067000e+00
> 1.5418770e+00 2.2738000e+00 1.9134000e+00
> 1.8016000e+00 2.4433000e+00 2.1082000e+00
> 1.3320070e+00 1.6405000e+00 1.0196000e+00
> -1.7282400e-01 -2.6970000e-01 -1.0939000e+00
> -6.1453190e-01 -5.7380000e-01 -1.5804000e+00
> 9.4744970e-01 1.1498000e+00 4.3800000e-02
> 2.2580030e+00 2.1439000e+00 1.2187000e+00
> 1.4420400e+00 1.1700000e+00 7.7300000e-01
> -1.2653690e+00 -1.4161000e+00 -9.7880000e-01
> -2.3626420e+00 -2.7385000e+00 -1.8842000e+00
> -1.0504190e+00 -1.7160000e+00 -1.3791000e+00
> 2.4326850e-01 -3.8230000e-01 -7.0590000e-01
> 4.4534170e-01 -4.3500000e-02 -5.1640000e-01
> 7.0637530e-02 -2.8100000e-01 -7.4510000e-01
> -1.2440960e-01 -5.7150000e-01 -7.7480000e-01
> -6.6968390e-01 -1.4034000e+00 -1.1430000e+00
> -1.0897140e+00 -1.9729000e+00 -1.6869000e+00
> -1.6241770e-01 -9.4250000e-01 -1.0087000e+00
> 1.9316270e+00 1.5702000e+00 9.9860000e-01
> 2.2993820e+00 2.5367000e+00 1.3858000e+00
> 8.2851950e-01 1.5885000e+00 2.4900000e-02
> 8.1003720e-02 1.0810000e+00 -5.3550000e-01
> -5.8703500e-01 -1.5520000e-01 -1.1051000e+00
> -1.9932210e+00 -2.6294000e+00 -2.5040000e+00
> -2.7754970e+00 -3.9663000e+00 -3.3288000e+00
> -2.4461730e+00 -3.4369000e+00 -3.0654000e+00
> -1.2788810e+00 -1.8015000e+00 -1.9731000e+00
> 5.6529240e-01 4.6370000e-01 -2.4740000e-01
> 1.5990780e+00 1.8981000e+00 9.0950000e-01
> 1.0893250e+00 1.6914000e+00 8.9030000e-01
> 3.6194010e-01 8.0930000e-01 3.3090000e-01
> 6.9029500e-01 3.7470000e-01 1.9800000e-01
> 7.5680880e-01 -1.9640000e-01 -1.7830000e-01
> -3.1841490e-01 -1.0879000e+00 -1.3156000e+00
> -7.9912930e-01 -7.7580000e-01 -1.6435000e+00
> -2.4727800e-01 5.3120000e-01 -8.8100000e-01
> 9.4604660e-01 2.0144000e+00 4.5120000e-01
> 2.7026640e+00 3.5096000e+00 2.1328000e+00
> 3.3072070e+00 3.6723000e+00 2.5601000e+00
> 1.9672640e+00 1.9364000e+00 1.2082000e+00
> 6.5533870e-01 2.2980000e-01 7.0700000e-02
> -6.2518130e-01 -1.0617000e+00 -5.7110000e-01
> -1.8615670e+00 -1.9641000e+00 -8.5760000e-01
> -1.6419940e+00 -1.7675000e+00 -4.5480000e-01
> -5.6944800e-01 -1.0546000e+00 8.5300000e-02
> 6.1162080e-01 9.2400000e-02 9.2330000e-01
> 1.8565790e+00 1.7513000e+00 1.9902000e+00
> 3.0754980e+00 3.5502000e+00 2.9672000e+00
> 2.9024500e+00 3.9534000e+00 2.8012000e+00
> 1.4399270e+00 2.4503000e+00 1.5959000e+00
> -5.2475340e-01 -3.8160000e-01 -1.0070000e-01
> -2.4770280e+00 -3.2531000e+00 -1.8247000e+00
> -3.4739710e+00 -4.5496000e+00 -2.8154000e+00
> -3.3936280e+00 -4.2994000e+00 -3.0482000e+00
> -2.4913650e+00 -3.1134000e+00 -2.4900000e+00
> -1.6118840e+00 -1.6636000e+00 -1.7179000e+00
> -8.8381140e-01 -4.5090000e-01 -8.4240000e-01
> -1.8795250e-01 -5.1500000e-02 6.3000000e-03
> 2.9479260e-01 -1.2930000e-01 5.4130000e-01
> 2.3715360e-01 -1.9230000e-01 5.5940000e-01
> -3.1722760e-01 -5.0240000e-01 -1.1460000e-01
> -2.3918440e-01 -3.3870000e-01 -2.7200000e-01
> 2.7408220e-01 3.7940000e-01 3.4010000e-01
> 1.0622910e-01 5.3720000e-01 3.1270000e-01
> -1.0662130e+00 -6.5430000e-01 -9.8810000e-01
> -1.8469340e+00 -1.6193000e+00 -1.7559000e+00
> -1.3217730e+00 -1.2013000e+00 -9.6500000e-01
> 2.1900830e-01 8.2000000e-02 5.6220000e-01
> 1.2756980e+00 8.8140000e-01 1.2232000e+00
> 1.0909600e+00 7.0180000e-01 7.7930000e-01
> 9.3050850e-02 -3.0020000e-01 -9.6100000e-02
> -5.8113640e-01 -1.0635000e+00 -3.6350000e-01
> 3.2207690e-01 2.4900000e-01 1.0539000e+00
> 1.6790670e+00 2.1690000e+00 2.6738000e+00
> 2.1165890e+00 2.5733000e+00 2.6753000e+00
> 2.0210120e+00 2.0715000e+00 1.8237000e+00
> 7.9445370e-01 5.9280000e-01 2.3930000e-01
> -8.6208610e-01 -8.8080000e-01 -1.4278000e+00
> -1.2672890e+00 -1.0114000e+00 -1.8330000e+00
> -8.0360750e-01 -5.8360000e-01 -1.4195000e+00
> -6.1540460e-01 -6.4740000e-01 -1.2928000e+00
> -4.9114350e-01 -9.5760000e-01 -1.1692000e+00
> 2.8314890e-01 -5.5260000e-01 -1.7060000e-01
> 1.1467480e+00 3.0670000e-01 9.7110000e-01
> 1.6028660e+00 9.9320000e-01 1.4282000e+00
> 1.7857080e+00 1.6366000e+00 1.4203000e+00
> 1.7522420e+00 2.2353000e+00 1.3802000e+00
> 1.1312060e+00 1.8304000e+00 1.3186000e+00
> -2.7308790e-01 -1.2600000e-02 5.2140000e-01
> -7.3167880e-01 -1.0873000e+00 -1.9270000e-01
> 3.2041860e-01 -9.9000000e-02 7.0000000e-03
> 1.3449490e+00 1.5020000e+00 4.7930000e-01
> 1.1947250e+00 1.5693000e+00 3.2040000e-01
> 7.8161710e-01 6.9320000e-01 1.3790000e-01
> 1.1119450e+00 7.3250000e-01 7.4840000e-01
> 1.7017230e+00 1.5178000e+00 1.5420000e+00
> 2.1750230e+00 2.1579000e+00 2.0422000e+00
> 1.6596120e+00 1.6907000e+00 1.6947000e+00
> 1.4642200e-01 3.9730000e-01 4.2170000e-01
> -1.1968250e+00 -9.8880000e-01 -1.1111000e+00
> -1.3877850e+00 -1.4985000e+00 -1.6395000e+00
> -3.3600210e-01 -6.9400000e-01 -7.7020000e-01
> 7.0986530e-01 3.2590000e-01 9.7700000e-02
> 5.6840170e-01 1.9740000e-01 -3.3190000e-01
> -6.8175440e-01 -1.2966000e+00 -1.8758000e+00
> -1.3027130e+00 -1.8875000e+00 -2.6867000e+00
> -3.8818210e-01 -5.9370000e-01 -1.8556000e+00
> 1.9486820e-01 2.9860000e-01 -1.0383000e+00
> 1.8568740e-01 5.8210000e-01 -1.5850000e-01
> 3.6743240e-01 9.3550000e-01 7.7060000e-01
> 3.5159890e-01 3.3720000e-01 4.2830000e-01
> -1.3196930e-01 -1.0260000e+00 -7.3420000e-01
> -6.7988310e-01 -1.6693000e+00 -1.5073000e+00
> -2.9449800e-02 -4.9160000e-01 -8.6440000e-01
> 2.5822470e+00 2.5481000e+00 1.7391000e+00
> 4.3567370e+00 4.4023000e+00 3.3406000e+00
> 2.4176000e+00 2.2931000e+00 1.1750000e+00
> -3.2640970e-01 -6.8280000e-01 -1.2694000e+00
> -1.1277220e+00 -1.6444000e+00 -1.1141000e+00
> -2.0522460e+00 -2.2760000e+00 -8.3030000e-01
> -3.1237210e+00 -2.8026000e+00 -9.8370000e-01
> -2.2984880e+00 -1.7524000e+00 1.0580000e-01
> -1.1243280e+00 -4.2050000e-01 1.3126000e+00
> -1.4312170e+00 -4.0230000e-01 1.2613000e+00
> -2.8605320e+00 -1.4262000e+00 2.6040000e-01
>
>
> -3.8274479e+00 -1.4747000e+00 -2.0440000e-01 -7.7090000e-01
> -2.2495828e+00 -1.6507000e+00 -6.2970000e-01 -8.0000000e-01
> -9.8065892e-01 -1.7888000e+00 -1.2222000e+00 -8.1130000e-01
> -8.2683795e-01 -1.7572000e+00 -1.4441000e+00 -8.0780000e-01
> -1.1838109e+00 -5.1110000e-01 -1.0558000e+00 -6.9340000e-01
> -1.5337866e+00 8.2120000e-01 -6.8710000e-01 -5.2130000e-01
> -1.2348818e+00 8.1020000e-01 -7.3160000e-01 -4.3430000e-01
> -6.1540543e-01 3.7040000e-01 -9.8330000e-01 -4.5510000e-01
> -7.4771639e-02 6.3810000e-01 -9.2310000e-01 -4.1470000e-01
> -6.2809340e-01 1.2822000e+00 -4.9780000e-01 -2.6060000e-01
> -1.7404480e+00 1.1545000e+00 -1.9110000e-01 -1.3640000e-01
> -1.6993261e+00 3.9990000e-01 -4.4680000e-01 -9.4300000e-02
> -7.1451840e-01 1.3710000e-01 -1.0469000e+00 -3.0700000e-02
> 3.2592722e-01 9.2010000e-01 -1.1065000e+00 6.0900000e-02
> 4.7007657e-01 9.6550000e-01 -4.5350000e-01 1.1790000e-01
> -1.4650574e-01 2.2760000e-01 -6.5500000e-02 1.4610000e-01
> -4.4088123e-01 8.3600000e-02 -3.2740000e-01 6.4700000e-02
> -5.9420416e-01 -7.5000000e-02 -4.8380000e-01 -9.2200000e-02
> -6.7669447e-01 -3.3770000e-01 -1.2220000e-01 -1.2170000e-01
> -1.1260053e-02 -4.0760000e-01 3.7970000e-01 -3.2000000e-02
> 1.0113381e+00 2.4500000e-02 6.1560000e-01 2.2200000e-02
> 1.1172799e+00 7.9460000e-01 3.6470000e-01 4.3800000e-02
> 5.1980377e-01 9.1250000e-01 9.4400000e-02 9.0700000e-02
> -2.0650054e-01 6.7990000e-01 9.7800000e-02 1.4950000e-01
> -9.9200006e-01 7.7900000e-01 2.3950000e-01 2.1290000e-01
> -9.9544226e-01 4.2490000e-01 6.3480000e-01 2.7230000e-01
> -5.5197660e-01 -6.1840000e-01 5.9800000e-01 2.8060000e-01
> -9.4689767e-01 -1.6082000e+00 -8.4800000e-02 2.1110000e-01
> -9.1036416e-01 -2.1113000e+00 -2.8330000e-01 1.4650000e-01
> 3.4046671e-01 -2.3070000e+00 1.1210000e-01 1.6890000e-01
> 1.0382489e+00 -2.0619000e+00 3.7930000e-01 2.3240000e-01
> 9.5711015e-01 -1.0493000e+00 6.4630000e-01 2.5540000e-01
> 1.4173654e+00 -2.5130000e-01 8.4140000e-01 2.3640000e-01
> 2.2170031e+00 9.6600000e-02 8.5870000e-01 2.2350000e-01
> 1.5015335e+00 4.8610000e-01 9.1650000e-01 2.2370000e-01
> -5.8507080e-03 7.9950000e-01 7.9380000e-01 2.4540000e-01
> -5.2360802e-01 5.0380000e-01 5.2570000e-01 2.9130000e-01
> -3.6562885e-01 2.8820000e-01 5.1830000e-01 3.1580000e-01
> -5.5586432e-02 3.1410000e-01 3.3780000e-01 3.1280000e-01
> 6.6218629e-01 1.5880000e-01 9.4000000e-02 4.0040000e-01
> 1.9828014e+00 6.6470000e-01 3.8370000e-01 5.4040000e-01
> 2.7591073e+00 1.6784000e+00 9.2580000e-01 5.8910000e-01
> 2.2230691e+00 2.1358000e+00 1.2978000e+00 5.3630000e-01
> 1.8881831e+00 1.6753000e+00 1.0874000e+00 4.2040000e-01
> 2.4540529e+00 8.0730000e-01 6.8400000e-01 3.3750000e-01
> 2.6474758e+00 6.1810000e-01 8.1110000e-01 3.5680000e-01
> 1.4668023e+00 4.6160000e-01 1.2250000e+00 4.2620000e-01
> 8.3459315e-01 -5.1660000e-01 1.3226000e+00 4.8530000e-01
> 1.6359247e+00 -1.2773000e+00 1.3023000e+00 5.2310000e-01
> 2.2095817e+00 -1.1314000e+00 1.3916000e+00 5.3740000e-01
> 2.2338588e+00 -9.7160000e-01 1.2751000e+00 5.9130000e-01
> 1.8294923e+00 -1.5656000e+00 1.1736000e+00 6.9980000e-01
> 1.8918257e+00 -1.8725000e+00 1.6721000e+00 7.7080000e-01
> 2.6914674e+00 -6.9700000e-01 2.0329000e+00 7.2010000e-01
> 3.6568326e+00 1.4417000e+00 1.3477000e+00 6.5620000e-01
> 4.8299304e+00 2.8793000e+00 4.9480000e-01 6.8190000e-01
> 5.0612105e+00 2.6514000e+00 7.7330000e-01 6.9780000e-01
> 3.2751695e+00 1.6054000e+00 1.4481000e+00 7.0580000e-01
> 1.1304210e+00 6.3120000e-01 1.3882000e+00 7.3670000e-01
> 3.1770540e-01 1.1550000e-01 9.9880000e-01 6.1720000e-01
> -8.4770802e-04 5.8180000e-01 9.8550000e-01 5.0170000e-01
> 2.9118223e-02 1.1498000e+00 1.2567000e+00 6.4570000e-01
> 1.7531519e+00 3.9900000e-01 1.5931000e+00 8.3860000e-01
> 4.3103919e+00 -9.4390000e-01 2.3541000e+00 8.9930000e-01
> 5.5694785e+00 -1.0523000e+00 2.8889000e+00 8.4820000e-01
> 5.0943534e+00 -6.6930000e-01 2.5045000e+00 7.7850000e-01
> 4.2129884e+00 -5.3350000e-01 1.8823000e+00 7.3290000e-01
> 3.8509373e+00 8.2670000e-01 1.7214000e+00 7.0710000e-01
> 3.4303356e+00 2.4219000e+00 1.7396000e+00 6.5630000e-01
> 1.3799679e+00 2.1119000e+00 1.1164000e+00 2.1390000e-01
> -1.7039545e+00 1.1411000e+00 -7.7700000e-02 -7.8980000e-01
> -1.9109589e+00 1.5380000e-01 -7.9650000e-01 -1.5414000e+00
> -1.7059757e-01 -1.0947000e+00 -8.9500000e-01 -1.5872000e+00
> -3.9749888e-01 -1.2232000e+00 -9.0060000e-01 -1.4289000e+00
> -2.4995121e+00 -2.9370000e-01 -1.1257000e+00 -1.3523000e+00
> -4.6194534e+00 -1.6500000e-01 -1.4694000e+00 -1.2702000e+00
> -5.6903620e+00 -1.3959000e+00 -1.5632000e+00 -1.1453000e+00
> -4.4637390e+00 -2.5961000e+00 -1.4807000e+00 -1.0670000e+00
> -2.7811086e+00 -1.9847000e+00 -1.5258000e+00 -1.1111000e+00
> -3.5385017e+00 -5.6890000e-01 -1.4094000e+00 -1.2569000e+00
> -5.1210300e+00 1.6290000e-01 -1.2247000e+00 -1.3615000e+00
> -5.2900622e+00 4.3300000e-01 -9.8410000e-01 -1.2650000e+00
> -3.8068022e+00 -1.5240000e-01 -5.9620000e-01 -1.0079000e+00
> -1.4312369e+00 -1.0611000e+00 -6.2270000e-01 -8.0310000e-01
> 2.5369008e-01 -8.8560000e-01 -9.2580000e-01 -6.7200000e-01
> -2.8102984e-02 4.5900000e-02 -1.1525000e+00 -4.6590000e-01
> -8.1569085e-01 3.8190000e-01 -1.5736000e+00 -2.7790000e-01
> -1.0917939e+00 4.0680000e-01 -1.7974000e+00 -2.6150000e-01
> -1.0769446e+00 3.1570000e-01 -1.2906000e+00 -2.7790000e-01
> -8.1535988e-01 -7.5880000e-01 -7.0680000e-01 -3.3830000e-01
> -1.0252612e-01 -1.9928000e+00 -6.5650000e-01 -5.3660000e-01
> 4.1020771e-01 -1.7150000e+00 -7.0030000e-01 -6.1230000e-01
> -3.6523630e-03 -1.6000000e-03 -5.1510000e-01 -5.1070000e-01
> -5.8217543e-01 1.4907000e+00 -6.6630000e-01 -4.4930000e-01
> -7.2967185e-01 1.1215000e+00 -1.1451000e+00 -4.1810000e-01
> -1.0038911e+00 -9.3090000e-01 -1.2713000e+00 -3.6810000e-01
> -1.1091132e+00 -2.1122000e+00 -1.3828000e+00 -3.8800000e-01
> -9.1769640e-01 -1.2420000e+00 -1.8397000e+00 -4.2710000e-01
> -1.3826367e+00 -2.2200000e-01 -1.7177000e+00 -3.5080000e-01
> -2.3810249e+00 1.3470000e-01 -1.1057000e+00 -2.5080000e-01
> -2.8981660e+00 4.1370000e-01 -1.0808000e+00 -2.2180000e-01
> -3.0585730e+00 -2.3180000e-01 -1.3317000e+00 -2.3240000e-01
> -3.2725185e+00 -1.2972000e+00 -8.3580000e-01 -2.4150000e-01
> -2.8847881e+00 -1.1086000e+00 -8.1600000e-02 -2.2000000e-01
> -1.4215470e+00 -2.5540000e-01 -2.6530000e-01 -1.9020000e-01
> 2.9639981e-01 6.7400000e-02 -1.1305000e+00 -1.2940000e-01
> 1.7286394e+00 1.7500000e-02 -1.7136000e+00 -3.4300000e-02
> 2.2858276e+00 -4.2130000e-01 -1.6785000e+00 2.3400000e-02
> 7.2819405e-01 -4.7040000e-01 -1.1329000e+00 3.0300000e-02
> -2.1361977e+00 1.2536000e+00 -5.4620000e-01 3.3000000e-03
> -4.1772100e+00 3.4180000e+00 -3.3340000e-01 -4.4500000e-02
> -4.2432816e+00 3.1831000e+00 -4.3070000e-01 -1.5200000e-02
> -2.3113968e+00 1.3052000e+00 -6.6840000e-01 4.5000000e-02
> 2.4536626e-01 6.3060000e-01 -8.5990000e-01 1.6000000e-02
> 1.6351413e+00 1.2543000e+00 -8.0260000e-01 -3.2700000e-02
> 2.1140478e+00 2.1360000e+00 -6.1650000e-01 -6.9700000e-02
> 2.3787215e+00 2.1545000e+00 -5.2450000e-01 -4.4300000e-02
> 1.6956777e+00 1.3576000e+00 -2.3390000e-01 1.7070000e-01
> 2.4534977e-01 1.5611000e+00 1.8640000e-01 4.1390000e-01
> 1.4410705e-02 2.3480000e+00 9.2400000e-02 4.5870000e-01
> 1.3376429e+00 1.4567000e+00 -1.2120000e-01 4.0630000e-01
> 2.1215744e+00 -5.0930000e-01 8.6100000e-02 3.9240000e-01
> 1.0818435e+00 -1.3447000e+00 1.9790000e-01 2.1730000e-01
> -1.5338213e+00 -1.0022000e+00 9.5000000e-02 -1.4740000e-01
> -2.6260602e+00 -9.8340000e-01 3.2310000e-01 -2.2460000e-01
> -1.5597784e+00 -1.9015000e+00 5.6300000e-01 6.1100000e-02
> -5.5747429e-01 -2.9893000e+00 4.6090000e-01 2.7060000e-01
> -3.2580378e-01 -2.8788000e+00 3.2930000e-01 2.8040000e-01
> -3.8525023e-01 -1.7019000e+00 2.5780000e-01 2.6280000e-01
> -3.2366457e-01 -7.4390000e-01 4.0850000e-01 2.2810000e-01
> -6.7603640e-01 -2.3700000e-02 7.3840000e-01 1.7920000e-01
> -1.0406265e+00 1.8330000e-01 9.0090000e-01 2.3350000e-01
> -4.0769074e-01 -9.1560000e-01 7.3440000e-01 2.9670000e-01
> 1.3450679e+00 -2.1897000e+00 2.3990000e-01 2.9290000e-01
> 1.7691725e+00 -1.9794000e+00 -3.5170000e-01 2.9770000e-01
> 5.7996343e-01 -9.2790000e-01 -8.1900000e-01 2.9370000e-01
> -3.2533984e-02 -4.2390000e-01 -1.0323000e+00 2.3860000e-01
> -8.5031798e-01 -9.8290000e-01 -4.9130000e-01 1.7620000e-01
> -2.3348412e+00 -1.2753000e+00 5.6890000e-01 1.5380000e-01
> -2.9495631e+00 -6.4980000e-01 1.1637000e+00 1.8600000e-01
> -2.4477165e+00 -5.8000000e-03 9.9850000e-01 2.3500000e-01
> -1.2564016e+00 8.3900000e-02 5.3170000e-01 2.7190000e-01
> 4.2404519e-01 -5.2730000e-01 7.2400000e-02 3.0250000e-01
> 1.4034122e+00 -7.3050000e-01 -3.4300000e-01 2.5090000e-01
> 1.0624444e+00 -1.0040000e-01 -6.1280000e-01 8.0800000e-02
> 3.9528633e-01 1.2450000e-01 -4.4400000e-01 2.0500000e-02
> 5.7127660e-01 -4.4430000e-01 2.9290000e-01 1.7680000e-01
> 7.6059960e-01 1.4200000e-02 9.6180000e-01 3.6070000e-01
> 1.0548174e-01 1.5825000e+00 8.6580000e-01 4.3840000e-01
> -2.4034150e-01 2.0861000e+00 9.5000000e-02 4.0190000e-01
> 3.1660488e-01 2.1051000e+00 -6.6530000e-01 3.2650000e-01
> 1.5548576e+00 2.2728000e+00 -9.4800000e-01 2.7980000e-01
> 2.9567642e+00 9.4860000e-01 -7.5970000e-01 2.6350000e-01
> 3.1198725e+00 -6.9940000e-01 -4.0780000e-01 2.7520000e-01
> 1.8697467e+00 -3.6400000e-01 1.0400000e-02 2.8730000e-01
> 7.1110519e-01 2.0820000e-01 4.4080000e-01 2.3360000e-01
> -7.7615298e-01 -5.6360000e-01 4.0810000e-01 -4.3900000e-02
> -2.1445737e+00 -1.0565000e+00 4.3400000e-02 -4.3180000e-01
> -1.6795987e+00 -1.4040000e-01 1.1850000e-01 -4.7430000e-01
> -2.7982740e-01 1.0812000e+00 5.5060000e-01 -2.2740000e-01
> 9.2692143e-01 1.1771000e+00 5.9040000e-01 -8.9100000e-02
> 1.9332908e+00 2.8640000e-01 1.2240000e-01 -4.4300000e-02
> 2.8920695e+00 -6.8480000e-01 -5.1750000e-01 2.4600000e-02
> 2.6934217e+00 -7.8030000e-01 -1.1040000e+00 2.4000000e-02
> 1.4287153e+00 -4.1900000e-02 -1.0210000e+00 -5.3600000e-02
> -4.5069919e-01 2.7650000e-01 -1.2860000e-01 -1.5690000e-01
> -2.7024871e+00 -8.4170000e-01 7.3470000e-01 -2.9230000e-01
> -4.0196268e+00 -2.0370000e+00 9.6870000e-01 -3.3680000e-01
> -3.6940402e+00 -1.1215000e+00 8.4950000e-01 -1.8160000e-01
> -2.3068505e+00 6.8880000e-01 6.6630000e-01 1.6300000e-02
> -1.4512085e+00 5.9980000e-01 8.6200000e-02 6.1100000e-02
> -1.0061670e+00 -4.5680000e-01 -4.6240000e-01 -2.7300000e-02
> -3.9636023e-01 -7.7800000e-01 -1.8180000e-01 -1.0100000e-01
> 2.5835998e-01 -1.3600000e-01 4.1980000e-01 -1.0570000e-01
> 6.4397677e-01 1.5187000e+00 5.1940000e-01 -8.1200000e-02
> 1.2351795e-01 1.6454000e+00 2.8020000e-01 -2.7600000e-02
> -3.6960302e-01 -4.8690000e-01 7.2700000e-02 -3.9000000e-03
> 2.7988843e-02 -9.1870000e-01 -1.5840000e-01 -5.5300000e-02
> 3.2196581e-01 8.0540000e-01 -3.8870000e-01 -5.1000000e-02
> -6.2851929e-01 1.6340000e+00 -3.2240000e-01 2.6600000e-02
> -1.4112361e+00 1.6265000e+00 -1.3710000e-01 1.9600000e-02
> -1.0211381e+00 1.1223000e+00 -5.7700000e-02 -1.0280000e-01
> 2.9692257e-01 2.9090000e-01 1.5460000e-01 -1.2710000e-01
> 1.3616603e+00 3.2090000e-01 4.1580000e-01 2.7600000e-02
> 1.2717462e+00 6.7490000e-01 4.3080000e-01 1.4150000e-01
> 2.1799826e-01 4.6650000e-01 4.2300000e-01 8.6300000e-02
> -4.9830664e-01 3.0920000e-01 5.0390000e-01 -8.0200000e-02
> 3.6062815e-01 1.4390000e-01 8.1900000e-02 -2.8480000e-01
> 1.4713833e+00 -7.7530000e-01 -5.3810000e-01 -4.1350000e-01
> 1.5861923e+00 -1.9801000e+00 -5.7310000e-01 -2.8130000e-01
> 1.1991578e+00 -3.0681000e+00 -2.2530000e-01 -2.2400000e-02
> -7.8170777e-02 -3.2577000e+00 1.8100000e-02 1.1020000e-01
> -1.4558508e+00 -2.2166000e+00 -1.0710000e-01 1.5030000e-01
> -1.6554114e+00 -1.4489000e+00 -3.4030000e-01 1.7800000e-01
> -1.2850712e+00 -1.7974000e+00 -3.2400000e-01 1.8600000e-01
> -1.0988559e+00 -1.8048000e+00 -7.0300000e-02 2.0780000e-01
> -5.8293860e-01 -3.4270000e-01 4.5080000e-01 2.5200000e-01
> 7.1433260e-01 1.6097000e+00 9.3420000e-01 2.2420000e-01
> 1.9924236e+00 3.1571000e+00 1.0264000e+00 1.6520000e-01
> 2.7736598e+00 4.3708000e+00 8.6310000e-01 2.0690000e-01
> 3.1145238e+00 4.9607000e+00 4.3230000e-01 3.0580000e-01
> 2.8149025e+00 3.9671000e+00 -2.6160000e-01 2.8160000e-01
> 1.6611847e+00 1.9785000e+00 -5.9250000e-01 -2.5000000e-03
> -9.6957670e-02 6.5750000e-01 -2.2520000e-01 -2.8950000e-01
> -6.0575298e-01 4.7010000e-01 3.8530000e-01 -2.0060000e-01
> 3.2705681e-01 2.4800000e-02 4.2430000e-01 1.2060000e-01
> 1.1224323e+00 -8.3070000e-01 -2.0560000e-01 3.1580000e-01
> 8.4297688e-01 -1.3131000e+00 -4.5230000e-01 3.0540000e-01
> 4.5165902e-01 -1.2318000e+00 1.9100000e-02 2.1270000e-01
> 1.0680291e+00 -1.6390000e-01 3.7320000e-01 1.3460000e-01
> 2.1512422e+00 1.6781000e+00 2.8080000e-01 1.1650000e-01
> 2.7085416e+00 1.9917000e+00 1.3040000e-01 1.1770000e-01
> 1.9375904e+00 1.0377000e+00 2.7700000e-02 2.0500000e-02
> 3.8818157e-01 9.0250000e-01 -2.0170000e-01 -7.6700000e-02
> -7.3598040e-01 1.7204000e+00 -1.1200000e-01 2.4600000e-02
> -8.1662519e-01 2.1322000e+00 2.3290000e-01 1.6830000e-01
> 3.2032774e-02 1.3739000e+00 4.3900000e-01 2.1320000e-01
> 8.7450808e-01 6.1460000e-01 4.2200000e-01 2.5820000e-01
> 5.2614377e-01 -1.5780000e-01 3.6510000e-01 3.4670000e-01
> -1.0368009e+00 -1.3255000e+00 5.4460000e-01 4.2200000e-01
> -1.7233164e+00 -1.5702000e+00 5.0040000e-01 4.8920000e-01
> -8.2649698e-01 -1.6363000e+00 1.1420000e-01 5.2340000e-01
> -5.7308705e-01 -2.8669000e+00 -2.6750000e-01 3.9340000e-01
> -8.2607547e-01 -3.7771000e+00 -6.1430000e-01 1.5400000e-02
> -5.0037164e-01 -3.2397000e+00 -7.5690000e-01 -2.6030000e-01
> -1.7202133e-01 -1.9548000e+00 -9.6600000e-02 -9.4600000e-02
> -4.4395340e-01 -1.1647000e+00 8.3520000e-01 1.9110000e-01
> -8.7661405e-01 -7.3440000e-01 9.5580000e-01 2.9320000e-01
> -7.6231812e-02 -1.7460000e-01 4.5610000e-01 3.1950000e-01
> 2.4026557e+00 -6.7040000e-01 -3.6000000e-03 3.1040000e-01
> 3.9095841e+00 -1.6693000e+00 -1.4080000e-01 3.4660000e-01
> 1.9700661e+00 -1.6707000e+00 3.0500000e-02 4.3430000e-01
> -5.6880640e-01 -9.0490000e-01 3.0790000e-01 3.3910000e-01
> -1.0503431e+00 2.8890000e-01 5.3730000e-01 -7.0000000e-04
> -1.7133100e+00 1.2653000e+00 2.9750000e-01 -4.4270000e-01
> -2.7691461e+00 1.3237000e+00 -2.4850000e-01 -7.9810000e-01
> -1.9976224e+00 1.1232000e+00 -4.8680000e-01 -9.0690000e-01
> -8.9042647e-01 8.7320000e-01 -6.6000000e-01 -9.2650000e-01
> -1.0770505e+00 1.3222000e+00 -9.6230000e-01 -1.0096000e+00
> -2.0264509e+00 3.1138000e+00 -1.2692000e+00 -1.1161000e+00
>
>
> -3.8396986e+00 -1.4710000e+00 -2.0640000e-01 -7.7260000e-01
> -2.2618335e+00 -1.6471000e+00 -6.3170000e-01 -8.0170000e-01
> -9.9290966e-01 -1.7852000e+00 -1.2242000e+00 -8.1300000e-01
> -8.3908869e-01 -1.7536000e+00 -1.4461000e+00 -8.0950000e-01
> -1.1960616e+00 -5.0740000e-01 -1.0578000e+00 -6.9510000e-01
> -1.5460373e+00 8.2480000e-01 -6.8910000e-01 -5.2300000e-01
> -1.2471325e+00 8.1380000e-01 -7.3360000e-01 -4.3590000e-01
> -6.2765617e-01 3.7410000e-01 -9.8530000e-01 -4.5680000e-01
> -8.7022379e-02 6.4180000e-01 -9.2510000e-01 -4.1640000e-01
> -6.4034414e-01 1.2858000e+00 -4.9980000e-01 -2.6230000e-01
> -1.7526987e+00 1.1582000e+00 -1.9310000e-01 -1.3810000e-01
> -1.7115768e+00 4.0350000e-01 -4.4880000e-01 -9.6000000e-02
> -7.2676914e-01 1.4080000e-01 -1.0489000e+00 -3.2400000e-02
> 3.1367648e-01 9.2380000e-01 -1.1085000e+00 5.9200000e-02
> 4.5782583e-01 9.6920000e-01 -4.5550000e-01 1.1620000e-01
> -1.5875648e-01 2.3130000e-01 -6.7400000e-02 1.4440000e-01
> -4.5313197e-01 8.7300000e-02 -3.2940000e-01 6.3000000e-02
> -6.0645490e-01 -7.1400000e-02 -4.8580000e-01 -9.3900000e-02
> -6.8894521e-01 -3.3410000e-01 -1.2420000e-01 -1.2340000e-01
> -2.3510793e-02 -4.0400000e-01 3.7770000e-01 -3.3700000e-02
> 9.9908738e-01 2.8200000e-02 6.1360000e-01 2.0500000e-02
> 1.1050292e+00 7.9830000e-01 3.6270000e-01 4.2100000e-02
> 5.0755303e-01 9.1620000e-01 9.2400000e-02 8.9000000e-02
> -2.1875128e-01 6.8360000e-01 9.5800000e-02 1.4780000e-01
> -1.0042508e+00 7.8260000e-01 2.3750000e-01 2.1130000e-01
> -1.0076930e+00 4.2850000e-01 6.3280000e-01 2.7060000e-01
> -5.6422734e-01 -6.1480000e-01 5.9600000e-01 2.7890000e-01
> -9.5914841e-01 -1.6045000e+00 -8.6800000e-02 2.0950000e-01
> -9.2261490e-01 -2.1077000e+00 -2.8530000e-01 1.4480000e-01
> 3.2821597e-01 -2.3034000e+00 1.1010000e-01 1.6720000e-01
> 1.0259982e+00 -2.0582000e+00 3.7730000e-01 2.3070000e-01
> 9.4485941e-01 -1.0456000e+00 6.4430000e-01 2.5370000e-01
> 1.4051147e+00 -2.4770000e-01 8.3940000e-01 2.3470000e-01
> 2.2047524e+00 1.0020000e-01 8.5670000e-01 2.2180000e-01
> 1.4892828e+00 4.8980000e-01 9.1450000e-01 2.2200000e-01
> -1.8101448e-02 8.0310000e-01 7.9180000e-01 2.4370000e-01
> -5.3585876e-01 5.0750000e-01 5.2370000e-01 2.8970000e-01
> -3.7787959e-01 2.9190000e-01 5.1630000e-01 3.1410000e-01
> -6.7837172e-02 3.1780000e-01 3.3590000e-01 3.1110000e-01
> 6.4993555e-01 1.6240000e-01 9.2000000e-02 3.9870000e-01
> 1.9705507e+00 6.6840000e-01 3.8170000e-01 5.3870000e-01
> 2.7468566e+00 1.6820000e+00 9.2380000e-01 5.8740000e-01
> 2.2108184e+00 2.1394000e+00 1.2958000e+00 5.3460000e-01
> 1.8759324e+00 1.6790000e+00 1.0854000e+00 4.1870000e-01
> 2.4418022e+00 8.1100000e-01 6.8200000e-01 3.3580000e-01
> 2.6352251e+00 6.2170000e-01 8.0910000e-01 3.5510000e-01
> 1.4545516e+00 4.6530000e-01 1.2230000e+00 4.2450000e-01
> 8.2234241e-01 -5.1300000e-01 1.3206000e+00 4.8360000e-01
> 1.6236740e+00 -1.2737000e+00 1.3003000e+00 5.2140000e-01
> 2.1973310e+00 -1.1278000e+00 1.3896000e+00 5.3570000e-01
> 2.2216081e+00 -9.6790000e-01 1.2731000e+00 5.8960000e-01
> 1.8172416e+00 -1.5620000e+00 1.1716000e+00 6.9820000e-01
> 1.8795750e+00 -1.8689000e+00 1.6701000e+00 7.6910000e-01
> 2.6792167e+00 -6.9340000e-01 2.0309000e+00 7.1840000e-01
> 3.6445819e+00 1.4453000e+00 1.3457000e+00 6.5450000e-01
> 4.8176797e+00 2.8829000e+00 4.9280000e-01 6.8020000e-01
> 5.0489598e+00 2.6551000e+00 7.7130000e-01 6.9610000e-01
> 3.2629188e+00 1.6090000e+00 1.4461000e+00 7.0410000e-01
> 1.1181703e+00 6.3480000e-01 1.3862000e+00 7.3500000e-01
> 3.0545466e-01 1.1910000e-01 9.9690000e-01 6.1550000e-01
> -1.3098448e-02 5.8540000e-01 9.8350000e-01 5.0000000e-01
> 1.6867483e-02 1.1534000e+00 1.2547000e+00 6.4400000e-01
> 1.7409012e+00 4.0260000e-01 1.5911000e+00 8.3690000e-01
> 4.2981412e+00 -9.4030000e-01 2.3521000e+00 8.9760000e-01
> 5.5572278e+00 -1.0487000e+00 2.8869000e+00 8.4650000e-01
> 5.0821027e+00 -6.6560000e-01 2.5025000e+00 7.7680000e-01
> 4.2007377e+00 -5.2990000e-01 1.8804000e+00 7.3120000e-01
> 3.8386866e+00 8.3030000e-01 1.7194000e+00 7.0540000e-01
> 3.4180849e+00 2.4255000e+00 1.7376000e+00 6.5460000e-01
> 1.3677172e+00 2.1156000e+00 1.1144000e+00 2.1220000e-01
> -1.7162052e+00 1.1448000e+00 -7.9700000e-02 -7.9150000e-01
> -1.9232096e+00 1.5740000e-01 -7.9840000e-01 -1.5431000e+00
> -1.8284831e-01 -1.0910000e+00 -8.9700000e-01 -1.5889000e+00
> -4.0974962e-01 -1.2196000e+00 -9.0260000e-01 -1.4306000e+00
> -2.5117628e+00 -2.9010000e-01 -1.1277000e+00 -1.3540000e+00
> -4.6317041e+00 -1.6130000e-01 -1.4714000e+00 -1.2719000e+00
> -5.7026127e+00 -1.3923000e+00 -1.5652000e+00 -1.1470000e+00
> -4.4759897e+00 -2.5924000e+00 -1.4827000e+00 -1.0687000e+00
> -2.7933593e+00 -1.9811000e+00 -1.5278000e+00 -1.1127000e+00
> -3.5507524e+00 -5.6530000e-01 -1.4113000e+00 -1.2586000e+00
> -5.1332807e+00 1.6650000e-01 -1.2267000e+00 -1.3632000e+00
> -5.3023129e+00 4.3660000e-01 -9.8610000e-01 -1.2667000e+00
> -3.8190529e+00 -1.4880000e-01 -5.9820000e-01 -1.0096000e+00
> -1.4434876e+00 -1.0574000e+00 -6.2470000e-01 -8.0480000e-01
> 2.4143934e-01 -8.8200000e-01 -9.2780000e-01 -6.7370000e-01
> -4.0353724e-02 4.9500000e-02 -1.1545000e+00 -4.6760000e-01
> -8.2794159e-01 3.8550000e-01 -1.5756000e+00 -2.7960000e-01
> -1.1040446e+00 4.1050000e-01 -1.7994000e+00 -2.6320000e-01
> -1.0891953e+00 3.1930000e-01 -1.2926000e+00 -2.7960000e-01
> -8.2761062e-01 -7.5510000e-01 -7.0880000e-01 -3.4000000e-01
> -1.1477686e-01 -1.9891000e+00 -6.5850000e-01 -5.3830000e-01
> 3.9795697e-01 -1.7114000e+00 -7.0230000e-01 -6.1390000e-01
> -1.5903103e-02 2.0000000e-03 -5.1700000e-01 -5.1240000e-01
> -5.9442617e-01 1.4943000e+00 -6.6830000e-01 -4.5100000e-01
> -7.4192259e-01 1.1252000e+00 -1.1471000e+00 -4.1980000e-01
> -1.0161418e+00 -9.2730000e-01 -1.2733000e+00 -3.6980000e-01
> -1.1213639e+00 -2.1086000e+00 -1.3848000e+00 -3.8960000e-01
> -9.2994714e-01 -1.2384000e+00 -1.8417000e+00 -4.2880000e-01
> -1.3948874e+00 -2.1840000e-01 -1.7197000e+00 -3.5250000e-01
> -2.3932756e+00 1.3830000e-01 -1.1077000e+00 -2.5250000e-01
> -2.9104167e+00 4.1730000e-01 -1.0828000e+00 -2.2350000e-01
> -3.0708237e+00 -2.2820000e-01 -1.3337000e+00 -2.3410000e-01
> -3.2847692e+00 -1.2936000e+00 -8.3780000e-01 -2.4320000e-01
> -2.8970388e+00 -1.1050000e+00 -8.3600000e-02 -2.2170000e-01
> -1.4337977e+00 -2.5180000e-01 -2.6730000e-01 -1.9190000e-01
> 2.8414907e-01 7.1100000e-02 -1.1325000e+00 -1.3110000e-01
> 1.7163887e+00 2.1200000e-02 -1.7156000e+00 -3.6000000e-02
> 2.2735769e+00 -4.1770000e-01 -1.6805000e+00 2.1700000e-02
> 7.1594331e-01 -4.6670000e-01 -1.1349000e+00 2.8700000e-02
> -2.1484484e+00 1.2572000e+00 -5.4820000e-01 1.6000000e-03
> -4.1894607e+00 3.4216000e+00 -3.3540000e-01 -4.6200000e-02
> -4.2555323e+00 3.1867000e+00 -4.3270000e-01 -1.6900000e-02
> -2.3236475e+00 1.3088000e+00 -6.7040000e-01 4.3300000e-02
> 2.3311552e-01 6.3430000e-01 -8.6190000e-01 1.4300000e-02
> 1.6228906e+00 1.2580000e+00 -8.0460000e-01 -3.4400000e-02
> 2.1017971e+00 2.1397000e+00 -6.1850000e-01 -7.1400000e-02
> 2.3664708e+00 2.1582000e+00 -5.2650000e-01 -4.6000000e-02
> 1.6834270e+00 1.3613000e+00 -2.3590000e-01 1.6910000e-01
> 2.3309903e-01 1.5648000e+00 1.8450000e-01 4.1220000e-01
> 2.1599655e-03 2.3516000e+00 9.0400000e-02 4.5700000e-01
> 1.3253922e+00 1.4603000e+00 -1.2320000e-01 4.0470000e-01
> 2.1093237e+00 -5.0570000e-01 8.4100000e-02 3.9070000e-01
> 1.0695928e+00 -1.3410000e+00 1.9590000e-01 2.1560000e-01
> -1.5460720e+00 -9.9850000e-01 9.3000000e-02 -1.4910000e-01
> -2.6383109e+00 -9.7970000e-01 3.2110000e-01 -2.2630000e-01
> -1.5720291e+00 -1.8979000e+00 5.6100000e-01 5.9400000e-02
> -5.6972503e-01 -2.9857000e+00 4.5890000e-01 2.6890000e-01
> -3.3805452e-01 -2.8752000e+00 3.2730000e-01 2.7880000e-01
> -3.9750097e-01 -1.6983000e+00 2.5580000e-01 2.6110000e-01
> -3.3591531e-01 -7.4020000e-01 4.0650000e-01 2.2640000e-01
> -6.8828714e-01 -2.0100000e-02 7.3640000e-01 1.7750000e-01
> -1.0528772e+00 1.8690000e-01 8.9890000e-01 2.3180000e-01
> -4.1994148e-01 -9.1200000e-01 7.3240000e-01 2.9500000e-01
> 1.3328172e+00 -2.1861000e+00 2.3790000e-01 2.9120000e-01
> 1.7569218e+00 -1.9757000e+00 -3.5370000e-01 2.9600000e-01
> 5.6771269e-01 -9.2430000e-01 -8.2090000e-01 2.9200000e-01
> -4.4784724e-02 -4.2020000e-01 -1.0343000e+00 2.3690000e-01
> -8.6256872e-01 -9.7920000e-01 -4.9330000e-01 1.7450000e-01
> -2.3470919e+00 -1.2717000e+00 5.6690000e-01 1.5210000e-01
> -2.9618138e+00 -6.4620000e-01 1.1617000e+00 1.8430000e-01
> -2.4599672e+00 -2.1000000e-03 9.9650000e-01 2.3330000e-01
> -1.2686523e+00 8.7600000e-02 5.2970000e-01 2.7020000e-01
> 4.1179445e-01 -5.2370000e-01 7.0400000e-02 3.0080000e-01
> 1.3911615e+00 -7.2680000e-01 -3.4500000e-01 2.4920000e-01
> 1.0501937e+00 -9.6700000e-02 -6.1480000e-01 7.9100000e-02
> 3.8303559e-01 1.2810000e-01 -4.4600000e-01 1.8800000e-02
> 5.5902586e-01 -4.4070000e-01 2.9090000e-01 1.7510000e-01
> 7.4834886e-01 1.7800000e-02 9.5990000e-01 3.5900000e-01
> 9.3231000e-02 1.5861000e+00 8.6380000e-01 4.3670000e-01
> -2.5259224e-01 2.0897000e+00 9.3000000e-02 4.0030000e-01
> 3.0435414e-01 2.1087000e+00 -6.6730000e-01 3.2480000e-01
> 1.5426069e+00 2.2765000e+00 -9.5000000e-01 2.7810000e-01
> 2.9445135e+00 9.5220000e-01 -7.6170000e-01 2.6180000e-01
> 3.1076218e+00 -6.9570000e-01 -4.0980000e-01 2.7350000e-01
> 1.8574960e+00 -3.6040000e-01 8.5000000e-03 2.8560000e-01
> 6.9885445e-01 2.1180000e-01 4.3880000e-01 2.3190000e-01
> -7.8840372e-01 -5.6000000e-01 4.0610000e-01 -4.5600000e-02
> -2.1568244e+00 -1.0529000e+00 4.1400000e-02 -4.3350000e-01
> -1.6918494e+00 -1.3670000e-01 1.1650000e-01 -4.7600000e-01
> -2.9207814e-01 1.0849000e+00 5.4860000e-01 -2.2910000e-01
> 9.1467069e-01 1.1807000e+00 5.8850000e-01 -9.0800000e-02
> 1.9210401e+00 2.9000000e-01 1.2040000e-01 -4.6000000e-02
> 2.8798188e+00 -6.8110000e-01 -5.1950000e-01 2.2900000e-02
> 2.6811710e+00 -7.7670000e-01 -1.1060000e+00 2.2300000e-02
> 1.4164646e+00 -3.8200000e-02 -1.0230000e+00 -5.5200000e-02
> -4.6294993e-01 2.8010000e-01 -1.3060000e-01 -1.5860000e-01
> -2.7147378e+00 -8.3800000e-01 7.3270000e-01 -2.9400000e-01
> -4.0318775e+00 -2.0334000e+00 9.6670000e-01 -3.3850000e-01
> -3.7062909e+00 -1.1178000e+00 8.4750000e-01 -1.8320000e-01
> -2.3191012e+00 6.9250000e-01 6.6430000e-01 1.4600000e-02
> -1.4634592e+00 6.0350000e-01 8.4200000e-02 5.9400000e-02
> -1.0184177e+00 -4.5310000e-01 -4.6440000e-01 -2.9000000e-02
> -4.0861097e-01 -7.7440000e-01 -1.8380000e-01 -1.0270000e-01
> 2.4610924e-01 -1.3240000e-01 4.1780000e-01 -1.0740000e-01
> 6.3172603e-01 1.5224000e+00 5.1740000e-01 -8.2900000e-02
> 1.1126721e-01 1.6490000e+00 2.7820000e-01 -2.9300000e-02
> -3.8185376e-01 -4.8320000e-01 7.0700000e-02 -5.6000000e-03
> 1.5738103e-02 -9.1510000e-01 -1.6040000e-01 -5.7000000e-02
> 3.0971507e-01 8.0900000e-01 -3.9070000e-01 -5.2700000e-02
> -6.4077003e-01 1.6376000e+00 -3.2440000e-01 2.5000000e-02
> -1.4234868e+00 1.6302000e+00 -1.3910000e-01 1.7900000e-02
> -1.0333888e+00 1.1260000e+00 -5.9700000e-02 -1.0450000e-01
> 2.8467183e-01 2.9450000e-01 1.5260000e-01 -1.2880000e-01
> 1.3494096e+00 3.2460000e-01 4.1380000e-01 2.5900000e-02
> 1.2594955e+00 6.7860000e-01 4.2880000e-01 1.3990000e-01
> 2.0574752e-01 4.7010000e-01 4.2100000e-01 8.4600000e-02
> -5.1055738e-01 3.1290000e-01 5.0190000e-01 -8.1900000e-02
> 3.4837741e-01 1.4760000e-01 7.9900000e-02 -2.8650000e-01
> 1.4591326e+00 -7.7170000e-01 -5.4010000e-01 -4.1520000e-01
> 1.5739416e+00 -1.9764000e+00 -5.7510000e-01 -2.8300000e-01
> 1.1869071e+00 -3.0645000e+00 -2.2730000e-01 -2.4100000e-02
> -9.0421517e-02 -3.2540000e+00 1.6100000e-02 1.0850000e-01
> -1.4681015e+00 -2.2130000e+00 -1.0910000e-01 1.4860000e-01
> -1.6676621e+00 -1.4453000e+00 -3.4230000e-01 1.7630000e-01
> -1.2973219e+00 -1.7937000e+00 -3.2600000e-01 1.8430000e-01
> -1.1111066e+00 -1.8012000e+00 -7.2300000e-02 2.0610000e-01
> -5.9518934e-01 -3.3900000e-01 4.4890000e-01 2.5030000e-01
> 7.0208186e-01 1.6133000e+00 9.3220000e-01 2.2250000e-01
> 1.9801729e+00 3.1607000e+00 1.0245000e+00 1.6350000e-01
> 2.7614091e+00 4.3744000e+00 8.6110000e-01 2.0520000e-01
> 3.1022731e+00 4.9644000e+00 4.3030000e-01 3.0410000e-01
> 2.8026518e+00 3.9708000e+00 -2.6360000e-01 2.7990000e-01
> 1.6489340e+00 1.9822000e+00 -5.9440000e-01 -4.2000000e-03
> -1.0920841e-01 6.6120000e-01 -2.2720000e-01 -2.9120000e-01
> -6.1800372e-01 4.7380000e-01 3.8330000e-01 -2.0220000e-01
> 3.1480607e-01 2.8400000e-02 4.2230000e-01 1.1890000e-01
> 1.1101816e+00 -8.2700000e-01 -2.0760000e-01 3.1410000e-01
> 8.3072614e-01 -1.3095000e+00 -4.5430000e-01 3.0370000e-01
> 4.3940828e-01 -1.2281000e+00 1.7100000e-02 2.1100000e-01
> 1.0557784e+00 -1.6030000e-01 3.7120000e-01 1.3290000e-01
> 2.1389915e+00 1.6818000e+00 2.7880000e-01 1.1480000e-01
> 2.6962909e+00 1.9954000e+00 1.2840000e-01 1.1600000e-01
> 1.9253397e+00 1.0414000e+00 2.5700000e-02 1.8800000e-02
> 3.7593083e-01 9.0620000e-01 -2.0370000e-01 -7.8400000e-02
> -7.4823114e-01 1.7241000e+00 -1.1400000e-01 2.2900000e-02
> -8.2887593e-01 2.1359000e+00 2.3090000e-01 1.6660000e-01
> 1.9782034e-02 1.3776000e+00 4.3700000e-01 2.1150000e-01
> 8.6225734e-01 6.1830000e-01 4.2000000e-01 2.5650000e-01
> 5.1389303e-01 -1.5410000e-01 3.6310000e-01 3.4500000e-01
> -1.0490516e+00 -1.3218000e+00 5.4260000e-01 4.2030000e-01
> -1.7355671e+00 -1.5665000e+00 4.9840000e-01 4.8750000e-01
> -8.3874772e-01 -1.6327000e+00 1.1220000e-01 5.2170000e-01
> -5.8533779e-01 -2.8633000e+00 -2.6950000e-01 3.9180000e-01
> -8.3832621e-01 -3.7735000e+00 -6.1630000e-01 1.3800000e-02
> -5.1262238e-01 -3.2360000e+00 -7.5890000e-01 -2.6190000e-01
> -1.8427207e-01 -1.9511000e+00 -9.8600000e-02 -9.6300000e-02
> -4.5620414e-01 -1.1610000e+00 8.3320000e-01 1.8940000e-01
> -8.8886479e-01 -7.3080000e-01 9.5380000e-01 2.9150000e-01
> -8.8482552e-02 -1.7100000e-01 4.5410000e-01 3.1780000e-01
> 2.3904050e+00 -6.6680000e-01 -5.6000000e-03 3.0870000e-01
> 3.8973334e+00 -1.6657000e+00 -1.4280000e-01 3.4490000e-01
> 1.9578154e+00 -1.6671000e+00 2.8500000e-02 4.3260000e-01
> -5.8105714e-01 -9.0130000e-01 3.0590000e-01 3.3740000e-01
> -1.0625938e+00 2.9250000e-01 5.3530000e-01 -2.4000000e-03
> -1.7255607e+00 1.2690000e+00 2.9550000e-01 -4.4440000e-01
> -2.7813968e+00 1.3273000e+00 -2.5050000e-01 -7.9980000e-01
> -2.0098731e+00 1.1268000e+00 -4.8870000e-01 -9.0860000e-01
> -9.0267721e-01 8.7680000e-01 -6.6200000e-01 -9.2820000e-01
> -1.0893012e+00 1.3258000e+00 -9.6430000e-01 -1.0113000e+00
> -2.0387016e+00 3.1174000e+00 -1.2712000e+00 -1.1178000e+00
>
>
---------------------------------------------------------------------------
Stephen M. Smith, Professor of Biomedical Engineering
Associate Director, Oxford University FMRIB Centre
FMRIB, JR Hospital, Headington, Oxford OX3 9DU, UK
+44 (0) 1865 222726 (fax 222717)
[log in to unmask] http://www.fmrib.ox.ac.uk/~steve
---------------------------------------------------------------------------
|
