## Getting Started Example for PROC VARMAX

```/*--------------------------------------------------------------

SAS Sample Library

Name: vargs.sas
Description: Example program from SAS/ETS User's Guide,
The VARMAX Procedure
Title: Getting Started Example for PROC VARMAX
Product: SAS/ETS Software
Keys: Vector AutoRegressive Moving-Average
processes with eXogenous regressors
PROC: VARMAX
Notes:

--------------------------------------------------------------*/

proc iml;
sig = {1.0  0.5, 0.5 1.25};
phi = {1.2 -0.5, 0.6 0.3};
/* simulate the vector time series */
call varmasim(y,phi) sigma = sig n = 100 seed = 34657;
cn = {'y1' 'y2'};
create simul1 from y[colname=cn];
append from y;
quit;

data simul1;
set simul1;
date = intnx( 'year', '01jan1900'd, _n_-1 );
format date year4.;
run;

proc sgplot data=simul1;
series x=date y=y1 / lineattrs=(pattern=solid);
series x=date y=y2 / lineattrs=(pattern=dash);
yaxis label="Series";
run;

/*--- Vector Autoregressive Model ---*/

proc varmax data=simul1;
id date interval=year;
model y1 y2 / p=1 noint lagmax=3
print=(estimates diagnose);
run;

/*--- Bayesian Vector Autoregressive Process ---*/

proc varmax data=simul1;
model y1 y2 / p=1 noint
prior=(lambda=0.9 theta=0.1);
run;

proc iml;
sig = 100*i(2);
phi = {-0.2 0.1, 0.5 0.2, 0.8 0.7, -0.4 0.6};
call varmasim(y,phi) sigma=sig n=100 initial=0
seed=45876;
cn = {'y1' 'y2'};
create simul2 from y[colname=cn];
append from y;
quit;

data simul2;
set simul2;
date = intnx( 'year', '01jan1900'd, _n_-1 );
format date year4. ;
run;

proc sgplot data=simul2;
series x=date y=y1 / lineattrs=(pattern=solid);
series x=date y=y2 / lineattrs=(pattern=dash);
yaxis label="Series";
run;

/*--- Cointegration Test ---*/

proc varmax data=simul2;
model y1 y2 / p=2 noint dftest cointtest=(johansen);
run;

/*--- Vector Error Correction Model ---*/

proc varmax data=simul2;
model y1 y2 / p=2 noint lagmax=3
print=(iarr estimates);
cointeg rank=1 normalize=y1;
run;

/*--- Bayesian Vector Error Correction Model ---*/

proc varmax data=simul2;
model y1 y2 / p=2 noint
prior=( lambda=0.5 theta=0.2 )
print=(estimates);
cointeg rank=1 normalize=y1;
run;

data VARFIMA0D0;
time = _N_;
input y1 y2;
datalines;
1.6380971 1.877144
-1.941748 1.96396
-1.451554 3.1016691
1.2746623 4.7273642
-0.876275 5.1267449
1.685302 2.2424148
-3.233667 2.8053303
-0.433166 4.2267587
-0.78505 0.8773836
-0.37977 -0.376083
-0.826399 3.2013876
-1.484569 3.118831
0.5407515 5.8870088
-1.147244 4.1621142
-0.22017 3.2162411
-0.312805 1.664119
-0.143764 3.4391687
-0.062911 4.7678832
3.7460194 5.7534108
0.7334068 3.1790344
1.4163397 3.8749596
-0.427723 5.0918369
-0.206387 6.1276677
0.7524125 5.3449914
2.9754954 5.8035397
4.0852224 5.3506006
-1.801525 4.3121554
-1.889212 3.4976847
1.7666047 3.0369002
1.2253325 4.0074994
4.7147435 2.9211277
2.50878 1.803838
2.4894104 1.6889343
0.185954 0.9655724
-1.01916 2.8121976
1.956443 4.061071
0.4499772 5.2317767
-2.342349 6.2230487
-1.967637 1.4824878
-1.910471 2.329622
-0.266529 -0.352954
1.7197563 1.5014785
0.3290821 -0.142062
0.2882652 1.5736766
0.147383 1.3705431
1.8653684 0.6528227
0.6914438 1.6157908
-1.29724 -0.150112
0.3737273 -0.000445
1.1309441 1.3056856
1.7833043 0.7328679
-1.884532 1.3142027
-1.784975 1.2227286
-3.103635 1.3281926
-0.799707 1.0583698
0.2241106 2.5908262
1.2348469 3.4685147
-1.40709 0.6494599
-1.006777 1.0523072
-0.479335 1.4682216
-1.388602 2.0316646
-3.672146 0.9991697
-0.819556 1.8316996
-1.997796 3.556365
-0.56745 -1.823265
-1.907171 0.4621723
-4.735015 1.0060254
-2.505911 4.0231598
-4.063886 3.9758177
2.0936927 4.6729134
-0.91375 3.451512
3.121365 2.335918
1.7202704 0.7476223
1.9440652 5.8488243
-0.210375 5.6064055
-0.763063 2.7470198
-3.102451 3.333188
0.7820829 3.5312325
-0.038473 5.3247431
-1.026805 4.2199596
-1.953616 2.7680659
-3.458419 3.6275925
-0.092624 3.3869542
0.8997426 4.3955514
0.5790775 0.9976199
2.4759309 1.9925341
1.1119647 0.7647782
-2.507258 1.6063563
1.1146083 2.9930114
-2.359825 1.9635205
1.7845687 1.151591
-0.913391 -0.637274
-2.268665 -0.248998
-0.141529 0.8907445
-0.699466 0.622316
-1.221244 1.7472067
3.219753 1.6908447
1.2701159 1.7669193
-0.322784 0.2830523
1.005059 2.5058112
2.8868669 -0.162541
3.4778428 0.4916381
0.7300398 0.1994397
-0.429583 -1.50432
1.4138826 1.8971844
1.8535206 5.7726669
3.1111328 3.1943094
1.4505624 4.026528
-0.686287 -0.462804
-1.841355 3.7860567
-0.116681 3.4930193
2.632819 2.6602689
1.4879897 1.8198503
1.2688574 0.5737666
-5.249202 -0.662347
-1.905017 0.5266305
-0.914779 1.5958877
-2.564522 -0.524528
-2.932005 -0.245256
-1.801026 1.0354894
-1.027997 2.0248405
2.1982107 1.8615028
-0.635853 0.6333804
1.5606538 3.9092325
-0.976849 1.0172185
1.1463906 1.8152616
3.0713363 4.4308618
-1.956274 1.5876913
1.1995663 3.5319518
0.3507842 3.9564663
-1.66163 5.072492
-1.259809 4.5146572
-0.634267 5.097965
-3.069131 2.0581432
0.4162312 3.2609296
-0.300959 0.3444869
-0.924781 1.4065962
-0.167611 0.0792534
2.2371926 5.4175106
-1.656671 2.4922073
-0.222001 1.8281298
-2.587076 3.1330691
-1.257814 -0.735653
-1.795831 0.7810567
0.5441676 2.3037428
0.7840228 1.4513521
-1.550361 0.0946169
0.2641086 0.2158654
-1.59983 -3.631819
-4.416458 -2.540231
0.3125466 1.9154056
1.0373716 0.5335436
-3.037063 3.4830626
-1.767027 -1.617936
-0.197612 0.7619771
-1.782087 -0.572561
-2.12148 2.9948297
-2.507047 2.3190588
-1.489426 1.1296668
0.6282063 1.1688817
-2.248119 -0.272889
0.4890884 4.4355618
2.5775095 2.7548687
-2.282729 2.6061164
-0.15223 1.2242829
-3.650993 3.9040956
-0.492452 3.6622595
-2.001374 1.5780936
-0.880745 -1.479837
1.0388682 0.8753616
-0.662813 4.7378741
-0.193 1.026179
-2.458829 2.1551019
-0.6742 3.0423366
-3.336162 3.1069261
0.6078006 3.8589476
0.7759921 3.0643974
-0.181989 0.6802662
0.4551866 4.0324598
2.942904 2.6130478
4.1516331 2.0599149
0.7212364 3.233824
-4.025907 0.8036322
-2.385837 3.0276528
2.4664335 2.7584302
1.1811607 2.6357577
1.5803032 1.7889755
1.7311278 -1.139355
-2.086014 -0.693115
-1.029756 5.2484629
-0.311173 1.355245
-2.757436 2.4061722
2.3125592 2.6497169
0.8066626 2.4959385
-0.565999 2.8850034
0.9055597 5.3820024
-2.426965 -0.252182
-0.021422 1.9376533
-1.715378 5.1490854
0.6746331 1.3523416
-0.050668 -0.503237
-1.826292 -0.615026
-2.740541 0.5143647
0.4091096 1.9750026
-2.658557 1.0194957
-0.023688 2.0841424
-0.623004 2.971347
-1.078599 5.2006474
-3.268878 5.447161
-1.232674 3.9930372
0.0971141 3.4341929
-0.93607 6.2301507
-4.395375 2.8550811
-3.433452 5.7864312
-0.360185 4.8734626
2.6198931 2.5001829
0.6286294 1.6628698
-1.461155 3.901459
-0.714761 4.3299077
2.5342048 6.1664198
1.0562653 5.0005314
0.9318991 3.6512014
1.9241364 2.2166017
-0.077901 0.9685862
0.5247161 3.7638607
-1.624028 5.6338758
-1.090602 2.312234
0.7396284 1.2759279
3.2568258 1.4749344
2.8780144 1.0671988
2.3412516 5.4328596
0.6669739 0.9654131
4.6823985 1.5371705
1.697966 6.6126058
2.298163 5.0954463
4.259701 4.3453266
0.7065221 3.5123262
1.803475 3.7553224
0.4254897 -0.856097
1.3662717 -0.309347
-2.77644 -1.772905
-1.188203 2.034631
1.6017127 -1.31848
0.64009 3.256912
-0.746615 1.5093345
-3.748204 -2.135947
-1.767753 3.4460442
-0.803877 4.1827036
0.0218889 -0.705668
0.0837195 2.0498347
0.6749866 0.3715174
-0.247157 1.1977784
-1.160355 0.765475
0.4786223 5.2954697
-1.04788 4.1935794
2.7934072 7.931499
-1.153903 4.4048138
0.9586007 8.2414957
-0.473692 6.4703386
-1.4689 4.7218121
2.0788121 1.3965845
-2.166646 2.2863071
-0.459639 3.3614398
0.915613 1.9144567
-1.97825 1.1909179
-2.227233 1.2629319
-2.887245 -0.419253
-1.232639 1.5225559
-0.21367 1.9594917
0.670876 0.6540379
0.6841491 0.3085936
-0.501894 -0.757247
3.0252637 1.3617151
-2.189728 -2.140538
2.3953454 0.6005188
1.9907184 -1.44814
-1.291332 -0.867894
-0.442282 1.0741959
-0.430619 1.4241217
-1.183339 0.1440352
3.1308339 1.1990769
-1.048787 -0.497764
-0.498323 -0.021662
2.1671985 -1.541618
-0.185613 1.3162407
1.5517079 0.7348931
3.5101006 -0.602361
3.6730114 1.8510261
1.0648737 3.9806909
2.934805 4.184376
1.1884022 3.3888577
2.5784783 3.6029179
0.846806 2.7913428
3.4091409 2.632501
-0.309892 0.8111101
0.3500725 1.1217728
2.4080223 -0.338203
-1.027774 1.2674143
0.4158931 1.6835734
1.133229 0.3052612
-0.493826 0.1444637
0.4691723 2.1550551
-3.974303 3.5552031
2.4036539 -0.949384
0.5329767 2.4728061
-1.41039 -1.102574
-0.365772 4.1561684
-1.404505 0.7155687
-0.987452 3.7981907
-2.766899 0.6700485
-0.292084 0.2445736
0.7165147 2.6438819
-0.616316 1.9572516
-1.242562 -1.57692
-2.526442 -0.76915
-0.91326 1.0000971
0.6918528 1.4604492
1.3597578 1.4821739
1.3002264 0.7998986
2.8497332 1.8745695
5.0555538 0.4891182
1.5773652 -0.037675
2.8276666 -0.167748
1.661136 -3.682827
-1.616226 -5.427467
0.1868086 0.3612116
-1.11702 0.6268231
-2.30407 1.7872423
1.30274 0.9542959
-1.268544 -0.053108
-1.40591 0.3748759
-1.276707 0.7681746
1.9054113 -0.753098
2.2315483 -0.077096
0.4131091 0.4985452
-0.604097 1.5686942
3.9261442 -0.425476
0.433772 -1.112349
1.8748686 1.0485328
0.2208931 -0.087463
2.9616002 0.4549578
0.6540549 1.2593096
0.3822186 1.1245055
-2.143342 -0.580764
0.6528864 5.2929037
1.2219035 2.9891067
-0.914221 1.1629293
3.5241713 2.4607995
3.9417878 -2.293711
4.4028183 0.7959334
-2.279692 0.1859958
1.2450404 2.9906102
1.1532965 0.9779602
1.1141048 1.46692
3.35008 6.0561844
0.9001594 1.4698324
1.5295169 -0.144166
-0.628547 -0.076333
1.0341844 -2.57472
1.4980628 0.2730116
1.859868 -0.505305
-1.671758 2.0660146
0.8987874 -1.211398
-0.980944 -3.326936
-1.97329 -4.130769
-0.796421 -1.246988
1.4185455 1.1331819
-0.603062 0.5305247
-2.253861 -1.814897
1.2196155 -1.909435
-1.610101 -1.201717
-1.998456 1.1582383
0.0144913 1.8496586
-1.466355 0.632691
-0.059085 1.1506658
0.25175 0.3432731
1.0731306 1.8165738
-2.992363 -2.603608
-0.925176 -1.869497
-0.555235 0.3196952
0.7322895 -0.121752
0.3098807 3.0794527
0.2796804 -0.317419
-1.670195 -0.817304
3.4227122 2.7877027
-0.902365 2.2436884
-2.034003 2.2835005
0.4806696 0.9117286
-1.216351 1.2253331
-2.09398 0.3163595
2.1714884 3.1577997
-1.06205 1.9057264
3.2495054 1.7445987
-1.025048 1.0978546
2.2163652 3.0032921
-1.983656 4.9224181
2.2668618 2.5217628
1.4879147 4.1847019
1.0518765 5.3580427
1.4175825 3.2269865
2.6464622 7.1297688
1.8914606 4.1424539
1.2588368 1.1896264
-0.100033 1.9735155
-2.042904 -0.740234
-1.401208 -1.466346
1.7265524 -1.303773
2.3300464 -0.978664
0.7166532 0.5269967
2.5237112 -1.097465
-0.066759 -3.421489
-1.415438 -0.628673
-2.729442 -0.941497
-1.441016 -1.550627
0.8382633 -1.17218
-3.426362 0.6340871
-1.276689 1.3065231
-4.86597 -0.84677
-0.617734 1.452745
0.3867523 2.6260296
0.9956922 4.7300224
1.0037759 1.8984346
-5.796288 0.5063939
-1.194115 3.2339793
-0.799846 1.536661
-2.154264 1.4721419
-1.817363 -0.310557
-1.059374 -1.659964
-0.741608 -0.139276
-1.166925 -0.214666
-0.422224 0.5280152
-0.309187 5.6256285
-0.402239 3.608993
-2.507794 1.2876844
0.4024339 0.0531191
-1.833575 2.1611396
-2.040866 1.5934086
-1.222711 0.2488551
-0.917629 1.0396445
-1.387387 2.6048734
-1.357077 1.9346858
-1.434658 -1.804571
-1.631032 0.9920913
-2.186359 -0.244156
-1.746106 1.8709592
-0.100038 0.2424538
-0.937719 -2.164097
-1.058891 -0.794977
0.5024927 -2.848524
1.7431359 -1.291725
-1.436484 1.0197167
-1.34954 0.6303837
1.1217124 -0.207075
0.1024786 -1.314772
-2.572468 1.3265884
-0.630371 3.0816554
2.1300541 3.261619
2.1698707 1.286079
0.1760012 0.2592458
2.054957 0.4235871
1.1694889 0.3862305
-0.30034 2.0657843
1.0159299 2.94653
2.3281341 2.5278619
1.8003538 1.9792903
1.0461807 1.0357135
-4.23985 2.4869593
0.327194 0.0676851
-0.60262 -2.359451
3.8519536 1.0858037
-2.073514 0.7340739
-0.713654 2.7504591
-2.620655 1.3973551
-0.616564 2.0996894
0.574198 0.9425016
0.2021054 1.6389077
0.775239 1.5487278
1.0444941 2.3051035
-3.016396 -1.225736
-1.276451 -1.13799
-1.091454 2.8759661
0.7157871 2.1972099
0.5643289 2.3568135
2.1089602 2.7211433
-0.318609 -0.315989
-1.250133 2.3782062
2.6823838 2.4471841
2.6260949 5.0470645
-1.615604 0.6573926
1.7295975 -0.241518
-1.981686 0.8392852
-0.465789 -0.497153
-2.170467 2.669325
1.3171371 3.4551833
-3.54055 2.6910052
2.4870208 1.2855432
1.3431982 2.6791207
-0.212549 2.2500477
0.3482938 4.8601886
1.5320803 2.8687495
;

proc sgplot data = VARFIMA0D0;
series x = time y=y1 / lineattrs=(pattern=solid);
series x = time y=y2 / lineattrs=(pattern=dash);
yaxis label="Series";
run;

ods graphics on;
proc timeseries data= VARFIMA0D0 plots = (periodogram acf);
var y1 y2;
corr / NLAG = 30;
run;

proc varmax data = VARFIMA0D0;
model y1 y2 / fi noint method = ML;
run;

data grunfeld;
input year y1 y2 y3 x1 x2 x3;
label y1='Gross Investment GE'
y2='Capital Stock Lagged GE'
y3='Value of Outstanding Shares GE Lagged'
x1='Gross Investment W'
x2='Capital Stock Lagged W'
x3='Value of Outstanding Shares Lagged W';
datalines;
1935  33.1 1170.6  97.8 12.93  191.5   1.8
1936  45.0 2015.8 104.4 25.90  516.0    .8
1937  77.2 2803.3 118.0 35.05  729.0   7.4
1938  44.6 2039.7 156.2 22.89  560.4  18.1
1939  48.1 2256.2 172.6 18.84  519.9  23.5
1940  74.4 2132.2 186.6 28.57  628.5  26.5
1941 113.0 1834.1 220.9 48.51  537.1  36.2
1942  91.9 1588.0 287.8 43.34  561.2  60.8
1943  61.3 1749.4 319.9 37.02  617.2  84.4
1944  56.8 1687.2 321.3 37.81  626.7  91.2
1945  93.6 2007.7 319.6 39.27  737.2  92.4
1946 159.9 2208.3 346.0 53.46  760.5  86.0
1947 147.2 1656.7 456.4 55.56  581.4 111.1
1948 146.3 1604.4 543.4 49.56  662.3 130.6
1949  98.3 1431.8 618.3 32.04  583.8 141.8
1950  93.5 1610.5 647.4 32.24  635.2 136.7
1951 135.2 1819.4 671.3 54.38  723.8 129.7
1952 157.3 2079.7 726.1 71.78  864.1 145.5
1953 179.5 2371.6 800.3 90.08 1193.5 174.8
1954 189.6 2759.9 888.9 68.60 1188.9 213.5
;

/*--- Vector Autoregressive Process with Exogenous Variables ---*/

proc varmax data=grunfeld;
model y1-y3 = x1 x2 / p=1 lagmax=5
printform=univariate
print=(impulsx=(all) estimates);
run;

/*--- Models with Restrictions and Tests ---*/

proc varmax data=grunfeld;
model y1-y3 = x1 x2 / p=1 print=(estimates);
restrict XL(0,1,2)=0, AR(1,1,2)=0, AR(1,3,2)=0;
run;

proc varmax data=grunfeld;
model y1-y3 = x1 x2 / p=1;
test AR(1,3,1)=0;
test XL(0,1,2)=0, AR(1,1,2)=0, AR(1,3,2)=0;
run;

/*--- Causality Testing ---*/

proc varmax data=grunfeld;
model y1-y3 = x1 x2 / p=1 noprint;
causal group1=(x1) group2=(y1-y3);
causal group1=(y3) group2=(y1 y2);
run;

data indices;
input date : MMDDYY10. DJIA SP500;
logDJIA = log(DJIA); logSP500 = log(SP500);
rDJIA = (logDJIA-lag(logDJIA))*100;
rSP500 = (logSP500-lag(logSP500))*100;
datalines;
2/16/2005    10834.88    1210.34
2/17/2005    10754.26    1200.75
2/18/2005    10785.22    1201.59
2/22/2005    10611.2    1184.16
2/23/2005    10673.79    1190.8
2/24/2005    10748.79    1200.2
2/25/2005    10841.6    1211.37
2/28/2005    10766.23    1203.6
3/1/2005    10830    1210.41
3/2/2005    10811.97    1210.08
3/3/2005    10833.03    1210.47
3/4/2005    10940.55    1222.12
3/7/2005    10936.86    1225.31
3/8/2005    10912.62    1219.43
3/9/2005    10805.62    1207.01
3/10/2005    10851.51    1209.25
3/11/2005    10774.36    1200.08
3/14/2005    10804.51    1206.83
3/15/2005    10745.1    1197.75
3/16/2005    10633.07    1188.07
3/17/2005    10626.35    1190.21
3/18/2005    10629.67    1189.65
3/21/2005    10565.39    1183.78
3/22/2005    10470.51    1171.71
3/23/2005    10456.02    1172.53
3/24/2005    10442.87    1171.42
3/28/2005    10485.65    1174.28
3/29/2005    10405.7    1165.36
3/30/2005    10540.93    1181.41
3/31/2005    10503.76    1180.59
4/1/2005    10404.3    1172.92
4/4/2005    10421.14    1176.12
4/5/2005    10458.46    1181.39
4/6/2005    10486.02    1184.07
4/7/2005    10546.32    1191.14
4/8/2005    10461.34    1181.2
4/11/2005    10448.56    1181.21
4/12/2005    10507.97    1187.76
4/13/2005    10403.93    1173.79
4/14/2005    10278.75    1162.05
4/15/2005    10087.51    1142.62
4/18/2005    10071.25    1145.98
4/19/2005    10127.41    1152.78
4/20/2005    10012.36    1137.5
4/21/2005    10218.6    1159.95
4/22/2005    10157.71    1152.12
4/25/2005    10242.47    1162.1
4/26/2005    10151.13    1151.74
4/27/2005    10198.8    1156.38
4/28/2005    10070.37    1143.22
4/29/2005    10192.51    1156.85
5/2/2005    10251.7    1162.16
5/3/2005    10256.95    1161.17
5/4/2005    10384.64    1175.65
5/5/2005    10340.38    1172.63
5/6/2005    10345.4    1171.35
5/9/2005    10384.34    1178.84
5/10/2005    10281.11    1166.22
5/11/2005    10300.25    1171.11
5/12/2005    10189.48    1159.36
5/13/2005    10140.12    1154.05
5/16/2005    10252.29    1165.69
5/17/2005    10331.88    1173.8
5/18/2005    10464.45    1185.56
5/19/2005    10493.19    1191.08
5/20/2005    10471.91    1189.28
5/23/2005    10523.56    1193.86
5/24/2005    10503.68    1194.07
5/25/2005    10457.8    1190.01
5/26/2005    10537.6    1197.62
5/27/2005    10542.55    1198.78
5/31/2005    10467.48    1191.5
6/1/2005    10549.87    1202.27
6/2/2005    10553.49    1204.29
6/3/2005    10460.97    1196.02
6/6/2005    10467.03    1197.51
6/7/2005    10483.07    1197.26
6/8/2005    10476.86    1194.67
6/9/2005    10503.02    1200.93
6/10/2005    10512.63    1198.11
6/13/2005    10522.56    1200.82
6/14/2005    10547.57    1203.91
6/15/2005    10566.37    1206.58
6/16/2005    10578.65    1210.96
6/17/2005    10623.07    1216.96
6/20/2005    10609.11    1216.1
6/21/2005    10599.67    1213.61
6/22/2005    10587.93    1213.88
6/23/2005    10421.44    1200.73
6/24/2005    10297.84    1191.57
6/27/2005    10290.78    1190.69
6/28/2005    10405.63    1201.57
6/29/2005    10374.48    1199.85
6/30/2005    10274.97    1191.33
7/1/2005    10303.44    1194.44
7/5/2005    10371.8    1204.99
7/6/2005    10270.68    1194.94
7/7/2005    10302.29    1197.87
7/8/2005    10449.14    1211.86
7/11/2005    10519.72    1219.44
7/12/2005    10513.89    1222.21
7/13/2005    10557.39    1223.29
7/14/2005    10628.89    1226.5
7/15/2005    10640.83    1227.92
7/18/2005    10574.99    1221.13
7/19/2005    10646.56    1229.35
7/20/2005    10689.15    1235.2
7/21/2005    10627.77    1227.04
7/22/2005    10651.18    1233.68
7/25/2005    10596.48    1229.03
7/26/2005    10579.77    1231.16
7/27/2005    10637.09    1236.79
7/28/2005    10705.55    1243.72
7/29/2005    10640.91    1234.18
8/1/2005    10623.15    1235.35
8/2/2005    10683.74    1244.12
8/3/2005    10697.59    1245.04
8/4/2005    10610.1    1235.86
8/5/2005    10558.03    1226.42
8/8/2005    10536.93    1223.13
8/9/2005    10615.67    1231.38
8/10/2005    10594.41    1229.13
8/11/2005    10685.89    1237.81
8/12/2005    10600.31    1230.39
8/15/2005    10634.38    1233.87
8/16/2005    10513.45    1219.34
8/17/2005    10550.71    1220.24
8/18/2005    10554.93    1219.02
8/19/2005    10559.23    1219.71
8/22/2005    10569.89    1221.73
8/23/2005    10519.58    1217.57
8/24/2005    10434.87    1209.59
8/25/2005    10450.63    1212.39
8/26/2005    10397.29    1205.1
8/29/2005    10463.05    1212.28
8/30/2005    10412.82    1208.41
8/31/2005    10481.6    1220.33
9/1/2005    10459.63    1221.59
9/2/2005    10447.37    1218.02
9/6/2005    10589.24    1233.39
9/7/2005    10633.5    1236.36
9/8/2005    10595.93    1231.67
9/9/2005    10678.56    1241.48
9/12/2005    10682.94    1240.56
9/13/2005    10597.44    1231.2
9/14/2005    10544.9    1227.16
9/15/2005    10558.75    1227.73
9/16/2005    10641.94    1237.91
9/19/2005    10557.63    1231.02
9/20/2005    10481.52    1221.34
9/21/2005    10378.03    1210.2
9/22/2005    10422.05    1214.62
9/23/2005    10419.59    1215.29
9/26/2005    10443.63    1215.63
9/27/2005    10456.21    1215.66
9/28/2005    10473.09    1216.89
9/29/2005    10552.78    1227.68
9/30/2005    10568.7    1228.81
10/3/2005    10535.48    1226.7
10/4/2005    10441.11    1214.47
10/5/2005    10317.36    1196.39
10/6/2005    10287.1    1191.49
10/7/2005    10292.31    1195.9
10/10/2005    10238.76    1187.33
10/11/2005    10253.17    1184.87
10/12/2005    10216.91    1177.68
10/13/2005    10216.59    1176.84
10/14/2005    10287.34    1186.57
10/17/2005    10348.1    1190.1
10/18/2005    10285.26    1178.14
10/19/2005    10414.13    1195.76
10/20/2005    10281.1    1177.8
10/21/2005    10215.22    1179.59
10/24/2005    10385    1199.38
10/25/2005    10377.87    1196.54
10/26/2005    10344.98    1191.38
10/27/2005    10229.95    1178.9
10/28/2005    10402.77    1198.41
10/31/2005    10440.07    1207.01
11/1/2005    10406.77    1202.76
11/2/2005    10472.73    1214.76
11/3/2005    10522.59    1219.94
11/4/2005    10530.76    1220.14
11/7/2005    10586.23    1222.81
11/8/2005    10539.72    1218.59
11/9/2005    10546.21    1220.65
11/10/2005    10640.1    1230.96
11/11/2005    10686.04    1234.72
11/14/2005    10697.17    1233.76
11/15/2005    10686.44    1229.01
11/16/2005    10674.76    1231.21
11/17/2005    10720.22    1242.8
11/18/2005    10766.33    1248.27
11/21/2005    10820.28    1254.85
11/22/2005    10871.43    1261.23
11/23/2005    10916.09    1265.61
11/25/2005    10931.62    1268.25
11/28/2005    10890.72    1257.46
11/29/2005    10888.16    1257.48
11/30/2005    10805.87    1249.48
12/1/2005    10912.57    1264.67
12/2/2005    10877.51    1265.08
12/5/2005    10835.01    1262.09
12/6/2005    10856.86    1263.7
12/7/2005    10810.91    1257.37
12/8/2005    10755.12    1255.84
12/9/2005    10778.58    1259.37
12/12/2005    10767.77    1260.43
12/13/2005    10823.72    1267.43
12/14/2005    10883.51    1272.74
12/15/2005    10881.67    1270.94
12/16/2005    10875.59    1267.32
12/19/2005    10836.53    1259.92
12/20/2005    10805.55    1259.62
12/21/2005    10833.73    1262.79
12/22/2005    10889.44    1268.12
12/23/2005    10883.27    1268.66
12/27/2005    10777.77    1256.54
12/28/2005    10796.26    1258.17
12/29/2005    10784.82    1254.42
12/30/2005    10717.5    1248.29
1/3/2006    10847.41    1268.8
1/4/2006    10880.15    1273.46
1/5/2006    10882.15    1273.48
1/6/2006    10959.31    1285.45
1/9/2006    11011.9    1290.15
1/10/2006    11011.58    1289.69
1/11/2006    11043.44    1294.18
1/12/2006    10962.36    1286.06
1/13/2006    10959.87    1287.61
1/17/2006    10896.32    1282.93
1/18/2006    10854.86    1277.93
1/19/2006    10880.71    1285.04
1/20/2006    10667.39    1261.49
1/23/2006    10688.77    1263.82
1/24/2006    10712.22    1266.86
1/25/2006    10709.74    1264.68
1/26/2006    10809.47    1273.83
1/27/2006    10907.21    1283.72
1/30/2006    10899.92    1285.2
1/31/2006    10864.86    1280.08
2/1/2006    10953.95    1282.46
2/2/2006    10851.98    1270.84
2/3/2006    10793.62    1264.03
2/6/2006    10798.27    1265.02
2/7/2006    10749.76    1254.78
2/8/2006    10858.62    1265.65
2/9/2006    10883.35    1263.78
2/10/2006    10919.05    1266.99
2/13/2006    10892.32    1262.86
2/14/2006    11028.39    1275.53
2/15/2006    11058.97    1280
2/16/2006    11120.68    1289.38
2/17/2006    11115.32    1287.24
2/21/2006    11069.06    1283.03
2/22/2006    11137.17    1292.67
2/23/2006    11069.22    1287.79
2/24/2006    11061.85    1289.43
2/27/2006    11097.55    1294.12
2/28/2006    10993.41    1280.66
3/1/2006    11053.53    1291.24
3/2/2006    11025.51    1289.14
3/3/2006    11021.59    1287.23
3/6/2006    10958.59    1278.26
3/7/2006    10980.69    1275.88
3/8/2006    11005.74    1278.47
3/9/2006    10972.28    1272.23
3/10/2006    11076.34    1281.58
3/13/2006    11076.02    1284.13
3/14/2006    11151.34    1297.48
3/15/2006    11209.77    1303.02
3/16/2006    11253.24    1305.33
3/17/2006    11279.65    1307.25
3/20/2006    11274.53    1305.08
3/21/2006    11235.47    1297.23
3/22/2006    11317.43    1305.04
3/23/2006    11270.29    1301.67
3/24/2006    11279.97    1302.95
3/27/2006    11250.11    1301.61
3/28/2006    11154.54    1293.23
3/29/2006    11215.7    1302.89
3/30/2006    11150.7    1300.25
3/31/2006    11109.32    1294.83
4/3/2006    11144.94    1297.81
4/4/2006    11203.85    1305.93
4/5/2006    11239.55    1311.56
4/6/2006    11216.5    1309.04
4/7/2006    11120.04    1295.5
4/10/2006    11141.33    1296.6
4/11/2006    11089.63    1286.57
4/12/2006    11129.97    1288.12
4/13/2006    11137.65    1289.12
4/17/2006    11073.78    1285.33
4/18/2006    11268.77    1307.65
4/19/2006    11278.77    1309.93
4/20/2006    11342.89    1311.46
4/21/2006    11347.45    1311.28
4/24/2006    11336.32    1308.11
4/25/2006    11283.25    1301.74
4/26/2006    11354.49    1305.41
4/27/2006    11382.51    1309.72
4/28/2006    11367.14    1310.61
5/1/2006    11343.29    1305.19
5/2/2006    11416.45    1313.21
5/3/2006    11400.28    1307.85
5/4/2006    11438.86    1312.25
5/5/2006    11577.74    1325.76
5/8/2006    11584.54    1324.66
5/9/2006    11639.77    1325.14
5/10/2006    11642.65    1322.85
5/11/2006    11500.73    1305.92
5/12/2006    11380.99    1291.24
5/15/2006    11428.77    1294.5
5/16/2006    11419.89    1292.08
5/17/2006    11205.61    1270.32
5/18/2006    11128.29    1261.81
5/19/2006    11144.06    1267.03
5/22/2006    11125.33    1262.07
5/23/2006    11098.35    1256.58
5/24/2006    11117.32    1258.57
5/25/2006    11211.05    1272.88
5/26/2006    11278.61    1280.16
5/30/2006    11094.43    1259.84
5/31/2006    11168.31    1270.09
6/1/2006    11260.28    1285.71
6/2/2006    11247.87    1288.22
6/5/2006    11048.72    1265.29
6/6/2006    11002.14    1263.85
6/7/2006    10930.9    1256.15
6/8/2006    10938.82    1257.93
6/9/2006    10891.92    1252.3
6/12/2006    10792.58    1236.4
6/13/2006    10706.14    1223.69
6/14/2006    10816.92    1230.04
6/15/2006    11015.19    1256.16
6/16/2006    11014.55    1251.54
6/19/2006    10942.11    1240.14
6/20/2006    10974.84    1240.12
6/21/2006    11079.46    1252.2
6/22/2006    11019.11    1245.6
6/23/2006    10989.09    1244.5
6/26/2006    11045.28    1250.56
6/27/2006    10924.74    1239.2
6/28/2006    10973.56    1246
6/29/2006    11190.8    1272.87
6/30/2006    11150.22    1270.2
7/3/2006    11228.02    1280.19
7/5/2006    11151.82    1270.91
7/6/2006    11225.3    1274.08
7/7/2006    11090.67    1265.48
7/10/2006    11103.55    1267.34
7/11/2006    11134.77    1272.52
7/12/2006    11013.18    1258.6
7/13/2006    10846.29    1242.29
7/14/2006    10739.35    1236.2
7/17/2006    10747.36    1234.49
7/18/2006    10799.23    1236.86
7/19/2006    11011.42    1259.81
7/20/2006    10928.1    1249.13
7/21/2006    10868.38    1240.29
7/24/2006    11051.05    1260.91
7/25/2006    11103.71    1268.88
7/26/2006    11102.51    1268.4
7/27/2006    11100.43    1263.2
7/28/2006    11219.7    1278.55
7/31/2006    11185.68    1276.66
8/1/2006    11125.73    1270.92
8/2/2006    11199.93    1278.55
8/3/2006    11242.59    1280.27
8/4/2006    11240.35    1279.36
8/7/2006    11219.38    1275.77
8/8/2006    11173.59    1271.48
8/9/2006    11076.18    1265.95
8/10/2006    11124.37    1271.81
8/11/2006    11088.03    1266.74
8/14/2006    11097.87    1268.21
8/15/2006    11230.26    1285.58
8/16/2006    11327.12    1295.43
8/17/2006    11334.96    1297.48
8/18/2006    11381.47    1302.3
8/21/2006    11345.05    1297.52
8/22/2006    11339.84    1298.82
8/23/2006    11297.9    1292.99
8/24/2006    11304.46    1296.06
8/25/2006    11284.05    1295.09
8/28/2006    11352.01    1301.78
8/29/2006    11369.94    1304.28
8/30/2006    11382.91    1304.27
8/31/2006    11381.15    1303.82
9/1/2006    11464.15    1311.01
9/5/2006    11469.28    1313.25
9/6/2006    11406.2    1300.26
9/7/2006    11331.44    1294.02
9/8/2006    11392.11    1298.92
9/11/2006    11396.84    1299.54
9/12/2006    11498.09    1313.11
9/13/2006    11543.32    1318.07
9/14/2006    11527.39    1316.28
9/15/2006    11560.77    1319.87
9/18/2006    11555    1321.18
9/19/2006    11540.91    1318.31
9/20/2006    11613.19    1325.18
9/21/2006    11533.23    1318.03
9/22/2006    11508.1    1314.78
9/25/2006    11575.81    1326.37
9/26/2006    11669.39    1336.34
9/27/2006    11689.24    1336.59
9/28/2006    11718.45    1339.15
9/29/2006    11679.07    1335.85
10/2/2006    11670.35    1331.32
10/3/2006    11727.34    1334.11
10/4/2006    11850.61    1350.22
10/5/2006    11866.69    1353.22
10/6/2006    11850.21    1349.58
10/9/2006    11857.81    1350.66
10/10/2006    11867.17    1353.42
10/11/2006    11852.13    1349.95
10/12/2006    11947.7    1362.83
10/13/2006    11960.51    1365.62
10/16/2006    11980.6    1369.05
10/17/2006    11950.02    1364.05
10/18/2006    11992.68    1365.96
10/19/2006    12011.73    1366.96
10/20/2006    12002.37    1368.6
10/23/2006    12116.91    1377.02
10/24/2006    12127.88    1377.38
10/25/2006    12134.68    1382.22
10/26/2006    12163.66    1389.08
10/27/2006    12090.26    1377.34
10/30/2006    12086.5    1377.93
10/31/2006    12080.73    1377.94
11/1/2006    12031.02    1367.81
11/2/2006    12018.54    1367.34
11/3/2006    11986.04    1364.3
11/6/2006    12105.55    1379.78
11/7/2006    12156.77    1382.84
11/8/2006    12176.54    1385.72
11/9/2006    12103.3    1378.33
11/10/2006    12108.43    1380.9
11/13/2006    12131.88    1384.42
11/14/2006    12218.01    1393.22
11/15/2006    12251.71    1396.57
11/16/2006    12305.82    1399.76
11/17/2006    12342.56    1401.2
11/20/2006    12316.54    1400.5
11/21/2006    12321.59    1402.81
11/22/2006    12326.95    1406.09
11/24/2006    12280.17    1400.95
11/27/2006    12121.71    1381.9
11/28/2006    12136.45    1386.72
11/29/2006    12226.73    1399.48
11/30/2006    12221.93    1400.63
12/1/2006    12194.13    1396.71
12/4/2006    12283.85    1409.12
12/5/2006    12331.6    1414.76
12/6/2006    12309.25    1412.9
12/7/2006    12278.41    1407.29
12/8/2006    12307.49    1409.84
12/11/2006    12328.48    1413.04
12/12/2006    12315.58    1411.56
12/13/2006    12317.5    1413.21
12/14/2006    12416.76    1425.49
12/15/2006    12445.52    1427.09
12/18/2006    12441.27    1422.48
12/19/2006    12471.32    1425.55
12/20/2006    12463.87    1423.53
12/21/2006    12421.25    1418.3
12/22/2006    12343.22    1410.76
12/26/2006    12407.63    1416.9
12/27/2006    12510.57    1426.84
12/28/2006    12501.52    1424.73
12/29/2006    12463.15    1418.3
1/3/2007    12474.52    1416.6
1/4/2007    12480.69    1418.34
1/5/2007    12398.01    1409.71
1/8/2007    12423.49    1412.84
1/9/2007    12416.6    1412.11
1/10/2007    12442.16    1414.85
1/11/2007    12514.98    1423.82
1/12/2007    12556.08    1430.73
1/16/2007    12582.59    1431.9
1/17/2007    12577.15    1430.62
1/18/2007    12567.93    1426.37
1/19/2007    12565.53    1430.5
1/22/2007    12477.16    1422.95
1/23/2007    12533.8    1427.99
1/24/2007    12621.77    1440.13
1/25/2007    12502.56    1423.9
1/26/2007    12487.02    1422.18
1/29/2007    12490.78    1420.62
1/30/2007    12523.31    1428.82
1/31/2007    12621.69    1438.24
2/1/2007    12673.68    1445.94
2/2/2007    12653.49    1448.39
2/5/2007    12661.74    1446.99
2/6/2007    12666.31    1448
2/7/2007    12666.87    1450.02
2/8/2007    12637.63    1448.31
2/9/2007    12580.83    1438.06
2/12/2007    12552.55    1433.37
2/13/2007    12654.85    1444.26
2/14/2007    12741.86    1455.3
2/15/2007    12765.01    1456.81
2/16/2007    12767.57    1455.54
2/20/2007    12786.64    1459.68
2/21/2007    12738.41    1457.63
2/22/2007    12686.02    1456.38
2/23/2007    12647.48    1451.19
2/26/2007    12632.26    1449.37
2/27/2007    12216.24    1399.04
2/28/2007    12268.63    1406.82
3/1/2007    12234.34    1403.17
3/2/2007    12114.1    1387.17
3/5/2007    12050.41    1374.12
3/6/2007    12207.59    1395.41
3/7/2007    12192.45    1391.97
3/8/2007    12260.7    1401.89
3/9/2007    12276.32    1402.85
3/12/2007    12318.62    1406.6
3/13/2007    12075.96    1377.95
3/14/2007    12133.4    1387.17
3/15/2007    12159.68    1392.28
3/16/2007    12110.41    1386.95
3/19/2007    12226.17    1402.06
3/20/2007    12288.1    1410.94
3/21/2007    12447.52    1435.04
3/22/2007    12461.14    1434.54
3/23/2007    12481.01    1436.11
3/26/2007    12469.07    1437.5
3/27/2007    12397.29    1428.61
3/28/2007    12300.36    1417.23
3/29/2007    12348.75    1422.53
3/30/2007    12354.35    1420.86
4/2/2007    12382.3    1424.55
4/3/2007    12510.3    1437.77
4/4/2007    12530.05    1439.37
4/5/2007    12560.2    1443.76
4/9/2007    12569.14    1444.61
4/10/2007    12573.85    1448.39
4/11/2007    12484.62    1438.87
4/12/2007    12552.96    1447.8
4/13/2007    12612.13    1452.85
4/16/2007    12720.46    1468.47
4/17/2007    12773.04    1471.48
4/18/2007    12803.84    1472.5
4/19/2007    12808.63    1470.73
4/20/2007    12961.98    1484.35
4/23/2007    12919.4    1480.93
4/24/2007    12953.94    1480.41
4/25/2007    13089.89    1495.42
4/26/2007    13105.5    1494.25
4/27/2007    13120.94    1494.07
4/30/2007    13062.91    1482.37
5/1/2007    13136.14    1486.3
5/2/2007    13211.88    1495.92
5/3/2007    13241.38    1502.39
5/4/2007    13264.62    1505.62
5/7/2007    13312.97    1509.48
5/8/2007    13309.07    1507.72
5/9/2007    13362.87    1512.58
5/10/2007    13215.13    1491.47
5/11/2007    13326.22    1505.85
5/14/2007    13346.78    1503.15
5/15/2007    13383.84    1501.19
5/16/2007    13487.53    1514.14
5/17/2007    13476.72    1512.75
5/18/2007    13556.53    1522.75
5/21/2007    13542.88    1525.1
5/22/2007    13539.95    1524.12
5/23/2007    13525.65    1522.28
5/24/2007    13441.13    1507.51
5/25/2007    13507.28    1515.73
5/29/2007    13521.34    1518.11
5/30/2007    13633.08    1530.23
5/31/2007    13627.64    1530.62
6/1/2007    13668.11    1536.34
6/4/2007    13676.32    1539.18
6/5/2007    13595.46    1530.95
6/6/2007    13465.67    1517.38
6/7/2007    13266.73    1490.72
6/8/2007    13424.39    1507.67
6/11/2007    13424.96    1509.12
6/12/2007    13295.01    1493
6/13/2007    13482.35    1515.67
6/14/2007    13553.72    1522.97
6/15/2007    13639.48    1532.91
6/18/2007    13612.98    1531.05
6/19/2007    13635.42    1533.7
6/20/2007    13489.42    1512.84
6/21/2007    13545.84    1522.19
6/22/2007    13360.26    1502.56
6/25/2007    13352.05    1497.74
6/26/2007    13337.66    1492.89
6/27/2007    13427.73    1506.34
6/28/2007    13422.28    1505.71
6/29/2007    13408.62    1503.35
7/2/2007    13535.43    1519.43
7/3/2007    13577.3    1524.87
7/5/2007    13565.84    1525.4
7/6/2007    13611.68    1530.44
7/9/2007    13649.97    1531.85
7/10/2007    13501.7    1510.12
7/11/2007    13577.87    1518.76
7/12/2007    13861.73    1547.7
7/13/2007    13907.25    1552.5
7/16/2007    13950.98    1549.52
7/17/2007    13971.55    1549.37
7/18/2007    13918.22    1546.17
7/19/2007    14000.41    1553.08
7/20/2007    13851.08    1534.1
7/23/2007    13943.42    1541.57
7/24/2007    13716.95    1511.04
7/25/2007    13785.07    1518.09
7/26/2007    13473.57    1482.66
7/27/2007    13265.47    1458.95
7/30/2007    13358.31    1473.91
7/31/2007    13211.99    1455.27
8/1/2007    13362.37    1465.81
8/2/2007    13463.33    1472.2
8/3/2007    13181.91    1433.06
8/6/2007    13468.78    1467.67
8/7/2007    13504.3    1476.71
8/8/2007    13657.86    1497.49
8/9/2007    13270.68    1453.09
8/10/2007    13239.54    1453.64
8/13/2007    13236.53    1452.92
8/14/2007    13028.92    1426.54
8/15/2007    12861.47    1406.7
8/16/2007    12845.78    1411.27
8/17/2007    13079.08    1445.94
8/20/2007    13121.35    1445.55
8/21/2007    13090.86    1447.12
8/22/2007    13236.13    1464.07
8/23/2007    13235.88    1462.5
8/24/2007    13378.87    1479.37
8/27/2007    13322.13    1466.79
8/28/2007    13041.85    1432.36
8/29/2007    13289.29    1463.76
8/30/2007    13238.73    1457.64
8/31/2007    13357.74    1473.99
9/4/2007    13448.86    1489.42
9/5/2007    13305.47    1472.29
9/6/2007    13363.35    1478.55
9/7/2007    13113.38    1453.55
9/10/2007    13127.85    1451.7
9/11/2007    13308.39    1471.49
9/12/2007    13291.65    1471.56
9/13/2007    13424.88    1483.95
9/14/2007    13442.52    1484.25
9/17/2007    13403.42    1476.65
9/18/2007    13739.39    1519.78
9/19/2007    13815.56    1529.03
9/20/2007    13766.7    1518.75
9/21/2007    13820.19    1525.75
9/24/2007    13759.06    1517.73
9/25/2007    13778.65    1517.21
9/26/2007    13878.15    1525.42
9/27/2007    13912.94    1531.38
9/28/2007    13895.63    1526.75
10/1/2007    14087.55    1547.04
10/2/2007    14047.31    1546.63
10/3/2007    13968.05    1539.59
10/4/2007    13974.31    1542.84
10/5/2007    14066.01    1557.59
10/8/2007    14043.73    1552.58
10/9/2007    14164.53    1565.15
10/10/2007    14078.69    1562.47
10/11/2007    14015.12    1554.41
10/12/2007    14093.08    1561.8
10/15/2007    13984.8    1548.71
10/16/2007    13912.94    1538.53
10/17/2007    13892.54    1541.24
10/18/2007    13888.96    1540.08
10/19/2007    13522.02    1500.63
10/22/2007    13566.97    1506.33
10/23/2007    13676.23    1519.59
10/24/2007    13675.25    1515.88
10/25/2007    13671.92    1514.4
10/26/2007    13806.7    1535.28
10/29/2007    13870.26    1540.98
10/30/2007    13792.47    1531.02
10/31/2007    13930.01    1549.38
11/1/2007    13567.87    1508.44
11/2/2007    13595.1    1509.65
11/5/2007    13543.4    1502.17
11/6/2007    13660.94    1520.27
11/7/2007    13300.02    1475.62
11/8/2007    13266.29    1474.77
11/9/2007    13042.74    1453.7
11/12/2007    12987.55    1439.18
11/13/2007    13307.09    1481.05
11/14/2007    13231.01    1470.58
11/15/2007    13110.05    1451.15
11/16/2007    13176.79    1458.74
11/19/2007    12958.44    1433.27
11/20/2007    13010.14    1439.7
11/21/2007    12799.04    1416.77
11/23/2007    12980.88    1440.7
11/26/2007    12743.44    1407.22
11/27/2007    12958.44    1428.23
11/28/2007    13289.45    1469.02
11/29/2007    13311.73    1469.72
11/30/2007    13371.72    1481.14
12/3/2007    13314.57    1472.42
12/4/2007    13248.73    1462.79
12/5/2007    13444.96    1485.01
12/6/2007    13619.89    1507.34
12/7/2007    13625.58    1504.66
12/10/2007    13727.03    1515.96
12/11/2007    13432.77    1477.65
12/12/2007    13473.9    1486.59
12/13/2007    13517.96    1488.41
12/14/2007    13339.85    1467.95
12/17/2007    13167.2    1445.9
12/18/2007    13232.47    1454.98
12/19/2007    13207.27    1453
12/20/2007    13245.64    1460.12
12/21/2007    13450.65    1484.46
12/24/2007    13549.33    1496.45
12/26/2007    13551.69    1497.66
12/27/2007    13359.61    1476.37
12/28/2007    13365.87    1478.49
12/31/2007    13264.82    1468.36
1/2/2008    13043.96    1447.16
1/3/2008    13056.72    1447.16
1/4/2008    12800.18    1411.63
1/7/2008    12827.49    1416.18
1/8/2008    12589.07    1390.19
1/9/2008    12735.31    1409.13
1/10/2008    12853.09    1420.33
1/11/2008    12606.3    1401.02
1/14/2008    12778.15    1416.25
1/15/2008    12501.11    1380.95
1/16/2008    12466.16    1373.2
1/17/2008    12159.21    1333.25
1/18/2008    12099.3    1325.19
1/22/2008    11971.19    1310.5
1/23/2008    12270.17    1338.6
1/24/2008    12378.61    1352.07
1/25/2008    12207.17    1330.61
1/28/2008    12383.89    1353.97
1/29/2008    12480.3    1362.3
1/30/2008    12442.83    1355.81
1/31/2008    12650.36    1378.55
2/1/2008    12743.19    1395.42
2/4/2008    12635.16    1380.82
2/5/2008    12265.13    1336.64
2/6/2008    12200.1    1326.45
2/7/2008    12247    1336.91
2/8/2008    12182.13    1331.29
2/11/2008    12240.01    1339.13
2/12/2008    12373.41    1348.86
2/13/2008    12552.24    1367.21
2/14/2008    12376.98    1348.86
2/15/2008    12348.21    1349.99
2/19/2008    12337.22    1348.78
2/20/2008    12427.26    1360.03
2/21/2008    12284.3    1342.53
2/22/2008    12381.02    1353.11
2/25/2008    12570.22    1371.8
2/26/2008    12684.92    1381.29
2/27/2008    12694.28    1380.02
2/28/2008    12582.18    1367.68
2/29/2008    12266.39    1330.63
3/3/2008    12258.9    1331.34
3/4/2008    12213.8    1326.75
3/5/2008    12254.99    1333.7
3/6/2008    12040.39    1304.34
3/7/2008    11893.69    1293.37
3/10/2008    11740.15    1273.37
3/11/2008    12156.81    1320.65
3/12/2008    12110.24    1308.77
3/13/2008    12145.74    1315.48
3/14/2008    11951.09    1288.14
3/17/2008    11972.25    1276.6
3/18/2008    12392.66    1330.74
3/19/2008    12099.66    1298.42
3/20/2008    12361.32    1329.51
3/24/2008    12548.64    1349.88
3/25/2008    12532.6    1352.99
3/26/2008    12422.86    1341.13
3/27/2008    12302.46    1325.76
3/28/2008    12216.4    1315.22
3/31/2008    12262.89    1322.7
4/1/2008    12654.36    1370.18
4/2/2008    12605.83    1367.53
4/3/2008    12626.03    1369.31
4/4/2008    12609.42    1370.4
4/7/2008    12612.43    1372.54
4/8/2008    12576.44    1365.54
4/9/2008    12527.26    1354.49
4/10/2008    12581.98    1360.55
4/11/2008    12325.42    1332.83
4/14/2008    12302.06    1328.32
4/15/2008    12362.47    1334.43
4/16/2008    12619.27    1364.71
4/17/2008    12620.49    1365.56
4/18/2008    12849.36    1390.33
4/21/2008    12825.02    1388.17
4/22/2008    12720.23    1375.94
4/23/2008    12763.22    1379.93
4/24/2008    12848.95    1388.82
4/25/2008    12891.86    1397.84
4/28/2008    12871.75    1396.37
4/29/2008    12831.94    1390.94
4/30/2008    12820.13    1385.59
5/1/2008    13010    1409.34
5/2/2008    13058.2    1413.9
5/5/2008    12969.54    1407.49
5/6/2008    13020.83    1418.26
5/7/2008    12814.35    1392.57
5/8/2008    12866.78    1397.68
5/9/2008    12745.88    1388.28
5/12/2008    12876.31    1403.58
5/13/2008    12832.18    1403.04
5/14/2008    12898.38    1408.66
5/15/2008    12992.66    1423.57
5/16/2008    12986.8    1425.35
5/19/2008    13028.16    1426.63
5/20/2008    12828.68    1413.4
5/21/2008    12601.19    1390.71
5/22/2008    12625.62    1394.35
5/23/2008    12479.63    1375.93
5/27/2008    12548.35    1385.35
5/28/2008    12594.03    1390.84
5/29/2008    12646.22    1398.26
5/30/2008    12638.32    1400.38
6/2/2008    12503.82    1385.67
6/3/2008    12402.85    1377.65
6/4/2008    12390.48    1377.2
6/5/2008    12604.45    1404.05
6/6/2008    12209.81    1360.68
6/9/2008    12280.32    1361.76
6/10/2008    12289.76    1358.44
6/11/2008    12083.77    1335.49
6/12/2008    12141.58    1339.87
6/13/2008    12307.35    1360.03
6/16/2008    12269.08    1360.14
6/17/2008    12160.3    1350.93
6/18/2008    12029.06    1337.81
6/19/2008    12063.09    1342.83
6/20/2008    11842.69    1317.93
6/23/2008    11842.36    1318
6/24/2008    11807.43    1314.29
6/25/2008    11811.83    1321.97
6/26/2008    11453.42    1283.15
6/27/2008    11346.51    1278.38
6/30/2008    11350.01    1280
7/1/2008    11382.26    1284.91
7/2/2008    11215.51    1261.52
7/3/2008    11288.54    1262.9
7/7/2008    11231.96    1252.31
7/8/2008    11384.21    1273.7
7/9/2008    11147.44    1244.69
7/10/2008    11229.02    1253.39
7/11/2008    11100.54    1239.49
7/14/2008    11055.19    1228.3
7/15/2008    10962.54    1214.91
7/16/2008    11239.28    1245.36
7/17/2008    11446.66    1260.32
7/18/2008    11496.57    1260.68
7/21/2008    11467.34    1260
7/22/2008    11602.5    1277
7/23/2008    11632.38    1282.19
7/24/2008    11349.28    1252.54
7/25/2008    11370.69    1257.76
7/28/2008    11131.08    1234.37
7/29/2008    11397.56    1263.2
7/30/2008    11583.69    1284.26
7/31/2008    11378.02    1267.38
8/1/2008    11326.32    1260.31
8/4/2008    11284.15    1249.01
8/5/2008    11615.77    1284.88
8/6/2008    11656.07    1289.19
8/7/2008    11431.43    1266.07
8/8/2008    11734.32    1296.32
8/11/2008    11782.35    1305.32
8/12/2008    11642.47    1289.59
8/13/2008    11532.96    1285.83
8/14/2008    11615.93    1292.93
8/15/2008    11659.9    1298.2
8/18/2008    11479.39    1278.6
8/19/2008    11348.55    1266.69
8/20/2008    11417.43    1274.54
8/21/2008    11430.21    1277.72
8/22/2008    11628.06    1292.2
8/25/2008    11386.25    1266.84
8/26/2008    11412.87    1271.51
8/27/2008    11502.51    1281.66
8/28/2008    11715.18    1300.68
8/29/2008    11543.55    1282.83
9/2/2008    11516.92    1277.58
9/3/2008    11532.88    1274.98
9/4/2008    11188.23    1236.83
9/5/2008    11220.96    1242.31
9/8/2008    11510.74    1267.79
9/9/2008    11230.73    1224.51
9/10/2008    11268.92    1232.04
9/11/2008    11433.71    1249.05
9/12/2008    11421.99    1251.7
9/15/2008    10917.51    1192.7
9/16/2008    11059.02    1213.59
9/17/2008    10609.66    1156.39
9/18/2008    11019.69    1206.51
9/19/2008    11388.44    1255.08
9/22/2008    11015.69    1207.09
9/23/2008    10854.17    1188.22
9/24/2008    10825.17    1185.87
9/25/2008    11022.06    1209.18
9/26/2008    11143.13    1213.01
9/29/2008    10365.45    1106.39
9/30/2008    10850.66    1166.36
10/1/2008    10831.07    1161.06
10/2/2008    10482.85    1114.28
10/3/2008    10325.38    1099.23
10/6/2008    9955.5    1056.89
10/7/2008    9447.11    996.23
10/8/2008    9258.1    984.94
10/9/2008    8579.19    909.92
10/10/2008    8451.19    899.22
10/13/2008    9387.61    1003.35
10/14/2008    9310.99    998.01
10/15/2008    8577.91    907.84
10/16/2008    8979.26    946.43
10/17/2008    8852.22    940.55
10/20/2008    9265.43    985.4
10/21/2008    9033.66    955.05
10/22/2008    8519.21    896.78
10/23/2008    8691.25    908.11
10/24/2008    8378.95    876.77
10/27/2008    8175.77    848.92
10/28/2008    9065.12    940.51
10/29/2008    8990.96    930.09
10/30/2008    9180.69    954.09
10/31/2008    9325.01    968.75
11/3/2008    9319.83    966.3
11/4/2008    9625.28    1005.75
11/5/2008    9139.27    952.77
11/6/2008    8695.79    904.88
11/7/2008    8943.81    930.99
11/10/2008    8870.54    919.21
11/11/2008    8693.96    898.95
11/12/2008    8282.66    852.3
11/13/2008    8835.25    911.29
11/14/2008    8497.31    873.29
11/17/2008    8273.58    850.75
11/18/2008    8424.75    859.12
11/19/2008    7997.28    806.58
11/20/2008    7552.29    752.44
11/21/2008    8046.42    800.03
11/24/2008    8443.39    851.81
11/25/2008    8479.47    857.39
11/26/2008    8726.61    887.68
11/28/2008    8829.04    896.24
12/1/2008    8149.09    816.21
12/2/2008    8419.09    848.81
12/3/2008    8591.69    870.74
12/4/2008    8376.24    845.22
12/5/2008    8635.42    876.07
12/8/2008    8934.18    909.7
12/9/2008    8691.33    888.67
12/10/2008    8761.42    899.24
12/11/2008    8565.09    873.59
12/12/2008    8629.68    879.73
12/15/2008    8564.53    868.57
12/16/2008    8924.14    913.18
12/17/2008    8824.34    904.42
12/18/2008    8604.99    885.28
12/19/2008    8579.11    887.88
12/22/2008    8519.77    871.63
12/23/2008    8419.49    863.16
12/24/2008    8468.48    868.15
12/26/2008    8515.55    872.8
12/29/2008    8483.93    869.42
12/30/2008    8668.39    890.64
12/31/2008    8776.39    903.25
1/2/2009    9034.69    931.8
1/5/2009    8952.89    927.45
1/6/2009    9015.1    934.7
1/7/2009    8769.7    906.65
1/8/2009    8742.46    909.73
1/9/2009    8599.18    890.35
1/12/2009    8473.97    870.26
1/13/2009    8448.56    871.79
1/14/2009    8200.14    842.62
1/15/2009    8212.49    843.74
1/16/2009    8281.22    850.12
1/20/2009    7949.09    805.22
1/21/2009    8228.1    840.24
1/22/2009    8122.8    827.5
1/23/2009    8077.56    831.95
1/26/2009    8116.03    836.57
1/27/2009    8174.73    845.71
1/28/2009    8375.45    874.09
1/29/2009    8149.01    845.14
1/30/2009    8000.86    825.88
2/2/2009    7936.83    825.44
2/3/2009    8078.36    838.51
2/4/2009    7956.66    832.23
2/5/2009    8063.07    845.85
2/6/2009    8280.59    868.6
2/9/2009    8270.87    869.89
2/10/2009    7888.88    827.16
2/11/2009    7939.53    833.74
2/12/2009    7932.76    835.19
2/13/2009    7850.41    826.84
2/17/2009    7552.6    789.17
2/18/2009    7555.63    788.42
2/19/2009    7465.95    778.94
2/20/2009    7365.67    770.05
2/23/2009    7114.78    743.33
2/24/2009    7350.94    773.14
2/25/2009    7270.89    764.9
2/26/2009    7182.08    752.83
2/27/2009    7062.93    735.09
3/2/2009    6763.29    700.82
3/3/2009    6726.02    696.33
3/4/2009    6875.84    712.87
3/5/2009    6594.44    682.55
3/6/2009    6626.94    683.38
3/9/2009    6547.05    676.53
3/10/2009    6926.49    719.6
3/11/2009    6930.4    721.36
3/12/2009    7170.06    750.74
3/13/2009    7223.98    756.55
3/16/2009    7216.97    753.89
3/17/2009    7395.7    778.12
3/18/2009    7486.58    794.35
3/19/2009    7400.8    784.04
3/20/2009    7278.38    768.54
3/23/2009    7775.86    822.92
3/24/2009    7659.97    806.12
3/25/2009    7749.81    813.88
3/26/2009    7924.56    832.86
3/27/2009    7776.18    815.94
3/30/2009    7522.02    787.53
3/31/2009    7608.92    797.87
4/1/2009    7761.6    811.08
4/2/2009    7978.08    834.38
4/3/2009    8017.59    842.5
4/6/2009    7975.85    835.48
4/7/2009    7789.56    815.55
4/8/2009    7837.11    825.16
4/9/2009    8083.38    856.56
4/13/2009    8057.81    858.73
4/14/2009    7920.18    841.5
4/15/2009    8029.62    852.06
4/16/2009    8125.43    865.3
4/17/2009    8131.33    869.6
4/20/2009    7841.73    832.39
4/21/2009    7969.56    850.08
4/22/2009    7886.57    843.55
4/23/2009    7957.06    851.92
4/24/2009    8076.29    866.23
4/27/2009    8025    857.51
4/28/2009    8016.95    855.16
4/29/2009    8185.73    873.64
4/30/2009    8168.12    872.81
5/1/2009    8212.41    877.52
5/4/2009    8426.74    907.24
5/5/2009    8410.65    903.8
5/6/2009    8512.28    919.53
5/7/2009    8409.85    907.39
5/8/2009    8574.65    929.23
5/11/2009    8418.77    909.24
5/12/2009    8469.11    908.35
5/13/2009    8284.89    883.92
5/14/2009    8331.32    893.07
5/15/2009    8268.64    882.88
5/18/2009    8504.08    909.71
5/19/2009    8474.85    908.13
5/20/2009    8422.04    903.47
5/21/2009    8292.13    888.33
5/22/2009    8277.32    887
5/26/2009    8473.49    910.33
5/27/2009    8300.02    893.06
5/28/2009    8403.8    906.83
5/29/2009    8500.33    919.14
6/1/2009    8721.44    942.87
6/2/2009    8740.87    944.74
6/3/2009    8675.28    931.76
6/4/2009    8750.24    942.46
6/5/2009    8763.13    940.09
6/8/2009    8764.49    939.14
6/9/2009    8763.06    942.43
6/10/2009    8739.02    939.15
6/11/2009    8770.92    944.89
6/12/2009    8799.26    946.21
6/15/2009    8612.13    923.72
6/16/2009    8504.67    911.97
6/17/2009    8497.18    910.71
6/18/2009    8555.6    918.37
6/19/2009    8539.73    921.23
6/22/2009    8339.01    893.04
6/23/2009    8322.91    895.1
6/24/2009    8299.86    900.94
6/25/2009    8472.4    920.26
6/26/2009    8438.39    918.9
6/29/2009    8529.38    927.23
6/30/2009    8447    919.32
7/1/2009    8504.06    923.33
7/2/2009    8280.74    896.42
7/6/2009    8324.87    898.72
7/7/2009    8163.6    881.03
7/8/2009    8178.41    879.56
7/9/2009    8183.17    882.68
7/10/2009    8146.52    879.13
7/13/2009    8331.68    901.05
7/14/2009    8359.49    905.84
7/15/2009    8616.21    932.68
7/16/2009    8711.82    940.74
7/17/2009    8743.94    940.38
7/20/2009    8848.15    951.13
7/21/2009    8915.94    954.58
7/22/2009    8881.26    954.07
7/23/2009    9069.29    976.29
7/24/2009    9093.24    979.26
7/27/2009    9108.51    982.18
7/28/2009    9096.72    979.62
7/29/2009    9070.72    975.15
7/30/2009    9154.46    986.75
7/31/2009    9171.61    987.48
8/3/2009    9286.56    1002.63
8/4/2009    9320.19    1005.65
8/5/2009    9280.97    1002.72
8/6/2009    9256.26    997.08
8/7/2009    9370.07    1010.48
8/10/2009    9337.95    1007.1
8/11/2009    9241.45    994.35
8/12/2009    9361.61    1005.81
8/13/2009    9398.19    1012.73
8/14/2009    9321.4    1004.09
8/17/2009    9135.34    979.73
8/18/2009    9217.94    989.67
8/19/2009    9279.16    996.46
8/20/2009    9350.05    1007.37
8/21/2009    9505.96    1026.13
8/24/2009    9509.28    1025.57
8/25/2009    9539.29    1028
8/26/2009    9543.52    1028.12
8/27/2009    9580.63    1030.98
8/28/2009    9544.2    1028.93
8/31/2009    9496.28    1020.62
9/1/2009    9310.6    998.04
9/2/2009    9280.67    994.75
9/3/2009    9344.61    1003.24
9/4/2009    9441.27    1016.4
9/8/2009    9497.34    1025.39
9/9/2009    9547.22    1033.37
9/10/2009    9627.48    1044.14
9/11/2009    9605.41    1042.73
9/14/2009    9626.8    1049.34
9/15/2009    9683.41    1052.63
9/16/2009    9791.71    1068.76
9/17/2009    9783.92    1065.49
9/18/2009    9820.2    1068.3
9/21/2009    9778.86    1064.66
9/22/2009    9829.87    1071.66
9/23/2009    9748.55    1060.87
9/24/2009    9707.44    1050.78
9/25/2009    9665.19    1044.38
9/28/2009    9789.36    1062.98
9/29/2009    9742.2    1060.61
9/30/2009    9712.28    1057.08
10/1/2009    9509.28    1029.85
10/2/2009    9487.67    1025.21
10/5/2009    9599.75    1040.46
10/6/2009    9731.25    1054.72
10/7/2009    9725.58    1057.58
10/8/2009    9786.87    1065.48
10/9/2009    9864.94    1071.49
10/12/2009    9885.8    1076.19
10/13/2009    9871.06    1073.19
10/14/2009    10015.86    1092.02
10/15/2009    10062.94    1096.56
10/16/2009    9995.91    1087.68
10/19/2009    10092.19    1097.91
10/20/2009    10041.48    1091.06
10/21/2009    9949.36    1081.4
10/22/2009    10081.31    1092.91
10/23/2009    9972.18    1079.6
10/26/2009    9867.96    1066.95
10/27/2009    9882.17    1063.41
10/28/2009    9762.69    1042.63
10/29/2009    9962.58    1066.11
10/30/2009    9712.73    1036.19
11/2/2009    9789.44    1042.88
11/3/2009    9771.91    1045.41
11/4/2009    9802.14    1046.5
11/5/2009    10005.96    1066.63
11/6/2009    10023.42    1069.3
11/9/2009    10226.94    1093.08
11/10/2009    10246.97    1093.01
11/11/2009    10291.26    1098.51
11/12/2009    10197.47    1087.24
11/13/2009    10270.47    1093.48
11/16/2009    10406.96    1109.3
11/17/2009    10437.42    1110.32
11/18/2009    10426.31    1109.8
11/19/2009    10332.44    1094.9
11/20/2009    10318.16    1091.38
11/23/2009    10450.95    1106.24
11/24/2009    10433.71    1105.65
11/25/2009    10464.4    1110.63
11/27/2009    10309.92    1091.49
11/30/2009    10344.84    1095.63
12/1/2009    10471.58    1108.86
12/2/2009    10452.68    1109.24
12/3/2009    10366.15    1099.92
12/4/2009    10388.9    1105.98
12/7/2009    10390.11    1103.25
12/8/2009    10285.97    1091.94
12/9/2009    10337.05    1095.95
12/10/2009    10405.83    1102.35
12/11/2009    10471.5    1106.41
12/14/2009    10501.05    1114.11
12/15/2009    10452    1107.93
12/16/2009    10441.12    1109.18
12/17/2009    10308.26    1096.08
12/18/2009    10328.89    1102.47
12/21/2009    10414.14    1114.05
12/22/2009    10464.93    1118.02
12/23/2009    10466.44    1120.59
12/24/2009    10520.1    1126.48
12/28/2009    10547.08    1127.78
12/29/2009    10545.41    1126.2
12/30/2009    10548.51    1126.42
12/31/2009    10428.05    1115.1
1/4/2010    10583.96    1132.99
1/5/2010    10572.02    1136.52
1/6/2010    10573.68    1137.14
1/7/2010    10606.86    1141.69
1/8/2010    10618.19    1144.98
1/11/2010    10663.99    1146.98
1/12/2010    10627.26    1136.22
1/13/2010    10680.77    1145.68
1/14/2010    10710.55    1148.46
1/15/2010    10609.65    1136.03
1/19/2010    10725.43    1150.23
1/20/2010    10603.15    1138.04
1/21/2010    10389.88    1116.48
1/22/2010    10172.98    1091.76
1/25/2010    10196.86    1096.78
1/26/2010    10194.29    1092.17
1/27/2010    10236.16    1097.5
1/28/2010    10120.46    1084.53
1/29/2010    10067.33    1073.87
2/1/2010    10185.53    1089.19
2/2/2010    10296.85    1103.32
2/3/2010    10270.55    1097.28
2/4/2010    10002.18    1063.11
2/5/2010    10012.23    1066.19
2/8/2010    9908.39    1056.74
2/9/2010    10058.64    1070.52
2/10/2010    10038.38    1068.13
2/11/2010    10144.19    1078.47
2/12/2010    10099.14    1075.51
2/16/2010    10268.81    1094.87
2/17/2010    10309.24    1099.51
2/18/2010    10392.9    1106.75
2/19/2010    10402.35    1109.17
2/22/2010    10383.38    1108.01
2/23/2010    10282.41    1094.6
2/24/2010    10374.16    1105.24
2/25/2010    10321.03    1102.94
2/26/2010    10325.26    1104.49
3/1/2010    10403.79    1115.71
3/2/2010    10405.98    1118.31
3/3/2010    10396.76    1118.79
3/4/2010    10444.14    1122.97
3/5/2010    10566.2    1138.7
3/8/2010    10552.52    1138.5
3/9/2010    10564.38    1140.45
3/10/2010    10567.33    1145.61
3/11/2010    10611.84    1150.24
3/12/2010    10624.69    1149.99
3/15/2010    10642.15    1150.51
3/16/2010    10685.98    1159.46
3/17/2010    10733.67    1166.21
3/18/2010    10779.17    1165.83
3/19/2010    10741.98    1159.9
3/22/2010    10785.89    1165.81
3/23/2010    10888.83    1174.17
3/24/2010    10836.15    1167.72
3/25/2010    10841.21    1165.73
3/26/2010    10850.36    1166.59
3/29/2010    10895.86    1173.22
3/30/2010    10907.42    1173.27
3/31/2010    10856.63    1169.43
4/1/2010    10927.07    1178.1
4/5/2010    10973.55    1187.44
4/6/2010    10969.99    1189.44
4/7/2010    10897.52    1182.45
4/8/2010    10927.07    1186.44
4/9/2010    10997.35    1194.37
4/12/2010    11005.97    1196.48
4/13/2010    11019.42    1197.3
4/14/2010    11123.11    1210.65
4/15/2010    11144.57    1211.67
4/16/2010    11018.66    1192.13
4/19/2010    11092.05    1197.52
4/20/2010    11117.06    1207.17
4/21/2010    11124.92    1205.94
4/22/2010    11134.29    1208.67
4/23/2010    11204.28    1217.28
4/26/2010    11205.03    1212.05
4/27/2010    10991.99    1183.71
4/28/2010    11045.27    1191.36
4/29/2010    11167.32    1206.78
4/30/2010    11008.61    1186.69
5/3/2010    11151.83    1202.26
5/4/2010    10926.77    1173.6
5/5/2010    10868.12    1165.9
5/6/2010    10520.32    1128.15
5/7/2010    10380.43    1110.88
5/10/2010    10785.14    1159.73
5/11/2010    10748.26    1155.79
5/12/2010    10896.91    1171.67
5/13/2010    10782.95    1157.44
5/14/2010    10620.16    1135.68
5/17/2010    10625.83    1136.94
5/18/2010    10510.95    1120.8
5/19/2010    10444.37    1115.05
5/20/2010    10068.01    1071.59
5/21/2010    10193.39    1087.69
5/24/2010    10066.57    1073.65
5/25/2010    10043.75    1074.03
5/26/2010    9974.45    1067.95
5/27/2010    10258.99    1103.06
5/28/2010    10136.63    1089.41
6/1/2010    10024.02    1070.71
6/2/2010    10249.54    1098.38
6/3/2010    10255.28    1102.83
6/4/2010    9931.97    1064.88
6/7/2010    9816.49    1050.47
6/8/2010    9939.98    1062
6/9/2010    9899.25    1055.69
6/10/2010    10172.53    1086.84
6/11/2010    10211.07    1091.6
6/14/2010    10190.89    1089.63
6/15/2010    10404.77    1115.23
6/16/2010    10409.46    1114.61
6/17/2010    10434.17    1116.04
6/18/2010    10450.64    1117.51
6/21/2010    10442.41    1113.2
6/22/2010    10293.52    1095.31
6/23/2010    10298.44    1092.04
6/24/2010    10152.8    1073.69
6/25/2010    10143.81    1076.76
6/28/2010    10138.52    1074.57
6/29/2010    9870.3    1041.24
6/30/2010    9774.02    1030.71
7/1/2010    9732.53    1027.37
7/2/2010    9686.48    1022.58
7/6/2010    9743.62    1028.06
7/7/2010    10018.28    1060.27
7/8/2010    10138.99    1070.25
7/9/2010    10198.03    1077.96
7/12/2010    10216.27    1078.75
7/13/2010    10363.02    1095.34
7/14/2010    10366.72    1095.17
7/15/2010    10359.31    1096.48
7/16/2010    10097.9    1064.88
7/19/2010    10154.43    1071.25
7/20/2010    10229.96    1083.48
7/21/2010    10120.53    1069.59
7/22/2010    10322.3    1093.67
7/23/2010    10424.62    1102.66
7/26/2010    10525.43    1115.01
7/27/2010    10537.69    1113.84
7/28/2010    10497.88    1106.13
7/29/2010    10467.16    1101.53
7/30/2010    10465.94    1101.6
8/2/2010    10674.38    1125.86
8/3/2010    10636.38    1120.46
8/4/2010    10680.43    1127.24
8/5/2010    10674.98    1125.81
8/6/2010    10653.56    1121.64
8/9/2010    10698.75    1127.79
8/10/2010    10644.25    1121.06
8/11/2010    10378.83    1089.47
8/12/2010    10319.95    1083.61
8/13/2010    10303.15    1079.25
8/16/2010    10302.01    1079.38
8/17/2010    10405.85    1092.54
8/18/2010    10415.54    1094.16
8/19/2010    10271.21    1075.63
8/20/2010    10213.62    1071.69
8/23/2010    10174.41    1067.36
8/24/2010    10040.45    1051.87
8/25/2010    10060.06    1055.33
8/26/2010    9985.81    1047.22
8/27/2010    10150.65    1064.59
8/30/2010    10009.73    1048.92
8/31/2010    10014.72    1049.33
9/1/2010    10269.47    1080.29
9/2/2010    10320.1    1090.1
9/3/2010    10447.93    1104.51
9/7/2010    10340.69    1091.84
9/8/2010    10387.01    1098.87
9/9/2010    10415.24    1104.18
9/10/2010    10462.77    1109.55
9/13/2010    10544.13    1121.9
9/14/2010    10526.49    1121.1
9/15/2010    10572.73    1125.07
9/16/2010    10594.83    1124.66
9/17/2010    10607.85    1125.59
9/20/2010    10753.62    1142.71
9/21/2010    10761.03    1139.78
9/22/2010    10739.31    1134.28
9/23/2010    10662.42    1124.83
9/24/2010    10860.26    1148.67
9/27/2010    10812.04    1142.16
9/28/2010    10858.14    1147.7
9/29/2010    10835.28    1144.73
9/30/2010    10788.05    1141.2
10/1/2010    10829.68    1146.24
10/4/2010    10751.27    1137.03
10/5/2010    10944.72    1160.75
10/6/2010    10967.65    1159.97
10/7/2010    10948.58    1158.06
10/8/2010    11006.48    1165.15
10/11/2010    11010.34    1165.32
10/12/2010    11020.4    1169.77
10/13/2010    11096.08    1178.1
10/14/2010    11094.57    1173.81
10/15/2010    11062.78    1176.19
10/18/2010    11143.69    1184.71
10/19/2010    10978.62    1165.9
10/20/2010    11107.97    1178.17
10/21/2010    11146.57    1180.26
10/22/2010    11132.56    1183.08
10/25/2010    11164.05    1185.62
10/26/2010    11169.46    1185.64
10/27/2010    11126.28    1182.45
10/28/2010    11113.95    1183.78
10/29/2010    11118.49    1183.26
11/1/2010    11124.62    1184.38
11/2/2010    11188.72    1193.57
11/3/2010    11215.13    1197.96
11/4/2010    11434.84    1221.06
11/5/2010    11444.08    1225.85
11/8/2010    11406.84    1223.25
11/9/2010    11346.75    1213.4
11/10/2010    11357.04    1218.71
11/11/2010    11283.1    1213.54
11/12/2010    11192.58    1199.21
11/15/2010    11201.97    1197.75
11/16/2010    11023.5    1178.34
11/17/2010    11007.88    1178.59
11/18/2010    11181.23    1196.69
11/19/2010    11203.55    1199.73
11/22/2010    11178.58    1197.84
11/23/2010    11036.37    1180.73
11/24/2010    11187.28    1198.35
11/26/2010    11092    1189.4
11/29/2010    11052.49    1187.76
11/30/2010    11006.02    1180.55
12/1/2010    11255.78    1206.07
12/2/2010    11362.41    1221.53
12/3/2010    11382.09    1224.71
12/6/2010    11362.19    1223.12
12/7/2010    11359.16    1223.75
12/8/2010    11372.48    1228.28
12/9/2010    11370.06    1233
12/10/2010    11410.32    1240.4
12/13/2010    11428.56    1240.46
12/14/2010    11476.54    1241.59
12/15/2010    11457.47    1235.23
12/16/2010    11499.25    1242.87
12/17/2010    11491.91    1243.91
12/20/2010    11478.13    1247.08
12/21/2010    11533.16    1254.6
12/22/2010    11559.49    1258.84
12/23/2010    11573.49    1256.77
12/27/2010    11555.03    1257.54
12/28/2010    11575.54    1258.51
12/29/2010    11585.38    1259.78
12/30/2010    11569.71    1257.88
12/31/2010    11577.51    1257.64
1/3/2011    11670.75    1271.87
1/4/2011    11691.18    1270.2
1/5/2011    11722.89    1276.56
1/6/2011    11697.31    1273.85
1/7/2011    11674.76    1271.5
1/10/2011    11637.45    1269.75
1/11/2011    11671.88    1274.48
1/12/2011    11755.44    1285.96
1/13/2011    11731.9    1283.76
1/14/2011    11787.38    1293.24
1/18/2011    11837.93    1295.02
1/19/2011    11825.29    1281.92
1/20/2011    11822.8    1280.26
1/21/2011    11871.84    1283.35
1/24/2011    11980.52    1290.84
1/25/2011    11977.19    1291.18
1/26/2011    11985.44    1296.63
1/27/2011    11989.83    1299.54
1/28/2011    11823.7    1276.34
1/31/2011    11891.93    1286.12
2/1/2011    12040.16    1307.59
2/2/2011    12041.97    1304.03
2/3/2011    12062.26    1307.1
2/4/2011    12092.15    1310.87
2/7/2011    12161.63    1319.05
2/8/2011    12233.15    1324.57
2/9/2011    12239.89    1320.88
2/10/2011    12229.29    1321.87
2/11/2011    12273.26    1329.15
2/14/2011    12268.19    1332.32
2/15/2011    12226.64    1328.01
2/16/2011    12288.17    1336.32
2/17/2011    12318.14    1340.43
2/18/2011    12391.25    1343.01
2/22/2011    12212.79    1315.44
2/23/2011    12105.78    1307.4
2/24/2011    12068.5    1306.1
2/25/2011    12130.45    1319.88
2/28/2011    12226.34    1327.22
3/1/2011    12058.02    1306.33
3/2/2011    12066.8    1308.44
3/3/2011    12258.2    1330.97
3/4/2011    12169.88    1321.15
3/7/2011    12090.03    1310.13
3/8/2011    12214.38    1321.82
3/9/2011    12213.09    1320.02
3/10/2011    11984.61    1295.11
3/11/2011    12044.4    1304.28
3/14/2011    11993.16    1296.39
3/15/2011    11855.42    1281.87
3/16/2011    11613.3    1256.88
3/17/2011    11774.59    1273.72
3/18/2011    11858.52    1279.2
3/21/2011    12036.53    1298.38
3/22/2011    12018.63    1293.77
3/23/2011    12086.02    1297.54
3/24/2011    12170.56    1309.66
3/25/2011    12220.59    1313.8
3/28/2011    12197.88    1310.19
3/29/2011    12279.01    1319.44
3/30/2011    12350.61    1328.26
3/31/2011    12319.73    1325.83
4/1/2011    12376.72    1332.41
4/4/2011    12400.03    1332.87
4/5/2011    12393.9    1332.63
4/6/2011    12426.75    1335.54
4/7/2011    12409.49    1333.51
4/8/2011    12380.05    1328.17
4/11/2011    12381.11    1324.46
4/12/2011    12263.58    1314.16
4/13/2011    12270.99    1314.41
4/14/2011    12285.15    1314.52
4/15/2011    12341.83    1319.68
4/18/2011    12201.59    1305.14
4/19/2011    12266.75    1312.62
4/20/2011    12453.54    1330.36
4/21/2011    12505.99    1337.38
4/25/2011    12479.88    1335.25
4/26/2011    12595.37    1347.24
4/27/2011    12690.96    1355.66
4/28/2011    12763.31    1360.48
4/29/2011    12810.54    1363.61
5/2/2011    12807.36    1361.22
5/3/2011    12807.51    1356.62
5/4/2011    12723.58    1347.32
5/5/2011    12584.17    1335.1
5/6/2011    12638.74    1340.2
5/9/2011    12684.68    1346.29
5/10/2011    12760.36    1357.16
5/11/2011    12630.03    1342.08
5/12/2011    12695.92    1348.65
5/13/2011    12595.75    1337.77
5/16/2011    12548.37    1329.47
5/17/2011    12479.58    1328.98
5/18/2011    12560.18    1340.68
5/19/2011    12605.32    1343.6
5/20/2011    12512.04    1333.27
5/23/2011    12381.26    1317.37
5/24/2011    12356.21    1316.28
5/25/2011    12394.66    1320.47
5/26/2011    12402.76    1325.69
5/27/2011    12441.58    1331.1
5/31/2011    12569.79    1345.2
6/1/2011    12290.14    1314.55
6/2/2011    12248.55    1312.94
6/3/2011    12151.26    1300.16
6/6/2011    12089.96    1286.17
6/7/2011    12070.81    1284.94
6/8/2011    12048.94    1279.56
6/9/2011    12124.36    1289
6/10/2011    11951.91    1270.98
6/13/2011    11952.97    1271.83
6/14/2011    12076.11    1287.87
6/15/2011    11897.27    1265.42
6/16/2011    11961.52    1267.64
6/17/2011    12004.36    1271.5
6/20/2011    12080.38    1278.36
6/21/2011    12190.01    1295.52
6/22/2011    12109.67    1287.14
6/23/2011    12050    1283.5
6/24/2011    11934.58    1268.45
6/27/2011    12043.56    1280.1
6/28/2011    12188.69    1296.67
6/29/2011    12261.42    1307.41
6/30/2011    12414.34    1320.64
7/1/2011    12582.77    1339.67
7/5/2011    12569.87    1337.88
7/6/2011    12626.02    1339.22
7/7/2011    12719.49    1353.22
7/8/2011    12657.2    1343.8
7/11/2011    12505.76    1319.49
7/12/2011    12446.88    1313.64
7/13/2011    12491.61    1317.72
7/14/2011    12437.12    1308.87
7/15/2011    12479.73    1316.14
7/18/2011    12385.16    1305.44
7/19/2011    12587.42    1326.73
7/20/2011    12571.91    1325.84
7/21/2011    12724.41    1343.8
7/22/2011    12681.16    1345.02
7/25/2011    12592.8    1337.43
7/26/2011    12501.3    1331.94
7/27/2011    12302.55    1304.89
7/28/2011    12240.11    1300.67
7/29/2011    12143.24    1292.28
8/1/2011    12132.49    1286.94
8/2/2011    11866.62    1254.05
8/3/2011    11896.44    1260.34
8/4/2011    11383.68    1200.07
8/5/2011    11444.61    1199.38
8/8/2011    10809.85    1119.46
8/9/2011    11239.77    1172.53
8/10/2011    10719.94    1120.76
8/11/2011    11143.31    1172.64
8/12/2011    11269.02    1178.81
8/15/2011    11482.9    1204.49
8/16/2011    11405.93    1192.76
8/17/2011    11410.21    1193.89
8/18/2011    10990.58    1140.65
8/19/2011    10817.65    1123.53
8/22/2011    10854.65    1123.82
8/23/2011    11176.76    1162.35
8/24/2011    11320.71    1177.6
8/25/2011    11149.82    1159.27
8/26/2011    11284.54    1176.8
8/29/2011    11539.25    1210.08
8/30/2011    11559.95    1212.92
8/31/2011    11613.53    1218.89
9/1/2011    11493.57    1204.42
9/2/2011    11240.26    1173.97
9/6/2011    11139.3    1165.24
9/7/2011    11414.86    1198.62
9/8/2011    11295.81    1185.9
9/9/2011    10992.13    1154.23
9/12/2011    11061.12    1162.27
9/13/2011    11105.85    1172.87
9/14/2011    11246.73    1188.68
9/15/2011    11433.18    1209.11
9/16/2011    11509.09    1216.01
9/19/2011    11401.01    1204.09
9/20/2011    11408.66    1202.09
9/21/2011    11124.84    1166.76
9/22/2011    10733.83    1129.56
9/23/2011    10771.48    1136.43
9/26/2011    11043.86    1162.95
9/27/2011    11190.69    1175.38
9/28/2011    11010.9    1151.06
9/29/2011    11153.98    1160.4
9/30/2011    10913.38    1131.42
10/3/2011    10655.3    1099.23
10/4/2011    10808.71    1123.95
10/5/2011    10939.95    1144.03
10/6/2011    11123.33    1164.97
10/7/2011    11103.12    1155.46
10/10/2011    11433.18    1194.89
10/11/2011    11416.3    1195.54
10/12/2011    11518.85    1207.25
10/13/2011    11478.13    1203.66
10/14/2011    11644.49    1224.58
10/17/2011    11397    1200.86
10/18/2011    11577.05    1225.38
10/19/2011    11504.62    1209.88
10/20/2011    11541.78    1215.39
10/21/2011    11808.79    1238.25
10/24/2011    11913.62    1254.19
10/25/2011    11706.62    1229.05
10/26/2011    11869.04    1242
10/27/2011    12208.55    1284.59
10/28/2011    12231.11    1285.09
10/31/2011    11955.01    1253.3
11/1/2011    11657.96    1218.28
11/2/2011    11836.04    1237.9
11/3/2011    12044.47    1261.15
11/4/2011    11983.24    1253.23
11/7/2011    12068.39    1261.12
11/8/2011    12170.18    1275.92
11/9/2011    11780.94    1229.1
11/10/2011    11893.79    1239.69
11/11/2011    12153.68    1263.85
11/14/2011    12078.98    1251.78
11/15/2011    12096.16    1257.81
11/16/2011    11905.59    1236.91
11/17/2011    11770.73    1216.13
11/18/2011    11796.16    1215.65
11/21/2011    11547.31    1192.98
11/22/2011    11493.72    1188.04
11/23/2011    11257.55    1161.79
11/25/2011    11231.78    1158.67
11/28/2011    11523.01    1192.55
11/29/2011    11555.63    1195.19
11/30/2011    12045.68    1246.96
12/1/2011    12020.03    1244.58
12/2/2011    12019.42    1244.28
12/5/2011    12097.83    1257.08
12/6/2011    12150.13    1258.47
12/7/2011    12196.37    1261.01
12/8/2011    11997.7    1234.35
12/9/2011    12184.26    1255.19
12/12/2011    12021.39    1236.47
12/13/2011    11954.94    1225.73
12/14/2011    11823.48    1211.82
12/15/2011    11868.81    1215.75
12/16/2011    11866.39    1219.66
12/19/2011    11766.26    1205.35
12/20/2011    12103.58    1241.3
12/21/2011    12107.74    1243.72
12/22/2011    12169.65    1254
12/23/2011    12294    1265.33
12/27/2011    12291.35    1265.43
12/28/2011    12151.41    1249.64
12/29/2011    12287.04    1263.02
12/30/2011    12217.56    1257.6
1/3/2012    12397.38    1277.06
1/4/2012    12418.42    1277.3
1/5/2012    12415.7    1281.06
1/6/2012    12359.92    1277.81
1/9/2012    12392.69    1280.7
1/10/2012    12462.47    1292.08
1/11/2012    12449.45    1292.48
1/12/2012    12471.02    1295.5
1/13/2012    12422.06    1289.09
1/17/2012    12482.07    1293.67
1/18/2012    12578.95    1308.04
1/19/2012    12623.98    1314.5
1/20/2012    12720.48    1315.38
1/23/2012    12708.82    1316
1/24/2012    12675.75    1314.65
1/25/2012    12756.96    1326.05
1/26/2012    12734.63    1318.43
1/27/2012    12660.46    1316.33
1/30/2012    12653.72    1313.01
1/31/2012    12632.91    1312.41
2/1/2012    12716.46    1324.09
2/2/2012    12705.41    1325.54
2/3/2012    12862.23    1344.9
2/6/2012    12845.13    1344.33
2/7/2012    12878.2    1347.05
2/8/2012    12883.95    1349.96
2/9/2012    12890.46    1351.95
2/10/2012    12801.23    1342.64
2/13/2012    12874.04    1351.77
2/14/2012    12878.28    1350.5
2/15/2012    12780.95    1343.23
2/16/2012    12904.08    1358.04
2/17/2012    12949.87    1361.23
2/21/2012    12965.69    1362.21
2/22/2012    12938.67    1357.66
2/23/2012    12984.69    1363.46
2/24/2012    12982.95    1365.74
2/27/2012    12981.51    1367.59
2/28/2012    13005.12    1372.18
2/29/2012    12952.07    1365.68
3/1/2012    12980.3    1374.09
3/2/2012    12977.57    1369.63
3/5/2012    12962.81    1364.33
3/6/2012    12759.15    1343.36
3/7/2012    12837.33    1352.63
3/8/2012    12907.94    1365.91
3/9/2012    12922.02    1370.87
3/12/2012    12959.71    1371.09
3/13/2012    13177.68    1395.95
3/14/2012    13194.1    1394.28
3/15/2012    13252.76    1402.6
3/16/2012    13232.62    1404.17
3/19/2012    13239.13    1409.75
3/20/2012    13170.19    1405.52
3/21/2012    13124.62    1402.89
3/22/2012    13046.14    1392.78
3/23/2012    13080.73    1397.11
3/26/2012    13241.63    1416.51
3/27/2012    13197.73    1412.52
3/28/2012    13126.21    1405.54
3/29/2012    13145.82    1403.28
3/30/2012    13212.04    1408.47
4/2/2012    13264.49    1419.04
4/3/2012    13199.55    1413.38
4/4/2012    13074.75    1398.96
4/5/2012    13060.14    1398.08
4/9/2012    12929.59    1382.2
4/10/2012    12715.93    1358.59
4/11/2012    12805.39    1368.71
4/12/2012    12986.58    1387.57
4/13/2012    12849.59    1370.26
4/16/2012    12921.41    1369.57
4/17/2012    13115.54    1390.78
4/18/2012    13032.75    1385.14
4/19/2012    12964.1    1376.92
4/20/2012    13029.26    1378.53
4/23/2012    12927.17    1366.94
4/24/2012    13001.56    1371.97
4/25/2012    13090.72    1390.69
4/26/2012    13204.62    1399.98
4/27/2012    13228.31    1403.36
4/30/2012    13213.63    1397.91
5/1/2012    13279.32    1405.82
5/2/2012    13268.57    1402.31
5/3/2012    13206.59    1391.57
5/4/2012    13038.27    1369.1
5/7/2012    13008.53    1369.58
5/8/2012    12932.09    1363.72
5/9/2012    12835.06    1354.58
5/10/2012    12855.04    1357.99
5/11/2012    12820.6    1353.39
5/14/2012    12695.35    1338.35
5/15/2012    12632    1330.66
5/16/2012    12598.55    1324.8
5/17/2012    12442.49    1304.86
5/18/2012    12369.38    1295.22
5/21/2012    12504.48    1315.99
5/22/2012    12502.81    1316.63
5/23/2012    12496.15    1318.86
5/24/2012    12529.75    1320.68
5/25/2012    12454.83    1317.82
5/29/2012    12580.69    1332.42
5/30/2012    12419.86    1313.32
5/31/2012    12393.45    1310.33
6/1/2012    12118.57    1278.04
6/4/2012    12101.46    1278.18
6/5/2012    12127.95    1285.5
6/6/2012    12414.79    1315.13
6/7/2012    12460.96    1314.99
6/8/2012    12554.2    1325.66
6/11/2012    12411.23    1308.93
6/12/2012    12573.8    1324.18
6/13/2012    12496.38    1314.88
6/14/2012    12651.91    1329.1
6/15/2012    12767.17    1342.84
6/18/2012    12741.82    1344.78
6/19/2012    12837.33    1357.98
6/20/2012    12824.39    1355.69
6/21/2012    12573.57    1325.51
6/22/2012    12640.78    1335.02
6/25/2012    12502.66    1313.72
6/26/2012    12534.67    1319.99
6/27/2012    12627.01    1331.85
6/28/2012    12602.26    1329.04
6/29/2012    12880.09    1362.16
7/2/2012    12871.39    1365.51
7/3/2012    12943.82    1374.02
7/5/2012    12896.67    1367.58
7/6/2012    12772.47    1354.68
7/9/2012    12736.29    1352.46
7/10/2012    12653.12    1341.47
7/11/2012    12604.53    1341.45
7/12/2012    12573.27    1334.76
7/13/2012    12777.09    1356.78
7/16/2012    12727.21    1353.64
7/17/2012    12805.54    1363.67
7/18/2012    12908.7    1372.78
7/19/2012    12943.36    1376.51
7/20/2012    12822.57    1362.66
7/23/2012    12721.46    1350.52
7/24/2012    12617.32    1338.31
7/25/2012    12676.05    1337.89
7/26/2012    12887.93    1360.02
7/27/2012    13075.66    1385.97
7/30/2012    13073.01    1385.3
7/31/2012    13008.68    1379.32
8/1/2012    12971.06    1375.14
8/2/2012    12878.88    1365
8/3/2012    13096.17    1390.99
8/6/2012    13117.51    1394.23
8/7/2012    13168.6    1401.35
8/8/2012    13175.64    1402.22
8/9/2012    13165.19    1402.8
8/10/2012    13207.95    1405.87
8/13/2012    13169.43    1404.11
8/14/2012    13172.14    1403.93
8/15/2012    13164.78    1405.53
8/16/2012    13250.11    1415.51
8/17/2012    13275.2    1418.16
8/20/2012    13271.64    1418.13
8/21/2012    13203.58    1413.17
8/22/2012    13172.76    1413.49
8/23/2012    13057.46    1402.08
8/24/2012    13157.97    1411.13
8/27/2012    13124.67    1410.44
8/28/2012    13102.99    1409.3
8/29/2012    13107.48    1410.49
8/30/2012    13000.71    1399.48
8/31/2012    13090.84    1406.58
9/4/2012    13035.94    1404.94
9/5/2012    13047.48    1403.44
9/6/2012    13292    1432.12
9/7/2012    13306.64    1437.92
9/10/2012    13254.29    1429.08
9/11/2012    13323.36    1433.56
9/12/2012    13333.35    1436.56
9/13/2012    13539.86    1459.99
9/14/2012    13593.37    1465.77
9/17/2012    13553.1    1461.19
9/18/2012    13564.64    1459.32
9/19/2012    13577.96    1461.05
9/20/2012    13596.93    1460.26
9/21/2012    13579.47    1460.15
9/24/2012    13558.92    1456.89
9/25/2012    13457.55    1441.59
9/26/2012    13413.51    1433.32
9/27/2012    13485.97    1447.15
9/28/2012    13437.13    1440.67
10/1/2012    13515.11    1444.49
10/2/2012    13482.36    1445.75
10/3/2012    13494.61    1450.99
10/4/2012    13575.36    1461.4
10/5/2012    13610.15    1460.93
10/8/2012    13583.65    1455.88
10/9/2012    13473.53    1441.48
10/10/2012    13344.97    1432.56
10/11/2012    13326.39    1432.84
10/12/2012    13328.85    1428.59
10/15/2012    13424.23    1440.13
10/16/2012    13551.78    1454.92
10/17/2012    13557    1460.91
10/18/2012    13548.94    1457.34
10/19/2012    13343.51    1433.19
10/22/2012    13345.89    1433.82
10/23/2012    13102.53    1413.11
10/24/2012    13077.34    1408.75
10/25/2012    13103.68    1412.97
10/26/2012    13107.21    1411.94
10/31/2012    13096.46    1412.16
11/1/2012    13232.62    1427.59
11/2/2012    13093.16    1414.2
11/5/2012    13112.44    1417.26
11/6/2012    13245.68    1428.39
11/7/2012    12932.73    1394.53
11/8/2012    12811.32    1377.51
11/9/2012    12815.39    1379.85
11/12/2012    12815.08    1380.03
11/13/2012    12756.18    1374.53
11/14/2012    12570.95    1355.49
11/15/2012    12542.38    1353.33
11/16/2012    12588.31    1359.88
11/19/2012    12795.96    1386.89
11/20/2012    12788.51    1387.81
11/21/2012    12836.89    1391.03
11/23/2012    13009.68    1409.15
11/26/2012    12967.37    1406.29
11/27/2012    12878.13    1398.94
11/28/2012    12985.11    1409.93
11/29/2012    13021.82    1415.95
11/30/2012    13025.58    1416.18
12/3/2012    12965.6    1409.46
12/4/2012    12951.78    1407.05
12/5/2012    13034.49    1409.28
12/6/2012    13074.04    1413.94
12/7/2012    13155.13    1418.07
12/10/2012    13169.88    1418.55
12/11/2012    13248.44    1427.84
12/12/2012    13245.45    1428.48
12/13/2012    13170.72    1419.45
12/14/2012    13135.01    1413.58
12/17/2012    13235.39    1430.36
12/18/2012    13350.96    1446.79
12/19/2012    13251.97    1435.81
12/20/2012    13311.72    1443.69
12/21/2012    13190.84    1430.15
12/24/2012    13139.08    1426.66
12/26/2012    13114.59    1419.83
12/27/2012    13096.31    1418.1
12/28/2012    12938.11    1402.43
12/31/2012    13104.14    1426.19
1/2/2013    13412.55    1462.42
1/3/2013    13391.36    1459.37
1/4/2013    13435.21    1466.47
1/7/2013    13384.29    1461.89
1/8/2013    13328.85    1457.15
1/9/2013    13390.51    1461.02
1/10/2013    13471.22    1472.12
1/11/2013    13488.43    1472.05
1/14/2013    13507.32    1470.68
1/15/2013    13534.89    1472.34
1/16/2013    13511.23    1472.63
1/17/2013    13596.02    1480.94
1/18/2013    13649.7    1485.98
1/22/2013    13712.21    1492.56
1/23/2013    13779.33    1494.81
1/24/2013    13825.33    1494.82
1/25/2013    13895.98    1502.96
1/28/2013    13881.93    1500.18
1/29/2013    13954.42    1507.84
1/30/2013    13910.42    1501.96
1/31/2013    13860.58    1498.11
2/1/2013    14009.79    1513.17
2/4/2013    13880.08    1495.71
2/5/2013    13979.3    1511.29
2/6/2013    13986.52    1512.12
2/7/2013    13944.05    1509.39
2/8/2013    13992.97    1517.93
2/11/2013    13971.24    1517.01
2/12/2013    14018.7    1519.43
2/13/2013    13982.91    1520.33
2/14/2013    13973.39    1521.38
2/15/2013    13981.76    1519.79
2/19/2013    14035.67    1530.94
2/20/2013    13927.54    1511.95
2/21/2013    13880.62    1502.42
2/22/2013    14000.57    1515.6
2/25/2013    13784.17    1487.85
2/26/2013    13900.13    1496.94
2/27/2013    14075.37    1515.99
2/28/2013    14054.49    1514.68
3/1/2013    14089.66    1518.2
3/4/2013    14127.82    1525.2
3/5/2013    14253.77    1539.79
3/6/2013    14296.24    1541.46
3/7/2013    14329.49    1544.26
3/8/2013    14397.07    1551.18
3/11/2013    14447.29    1556.22
3/12/2013    14450.06    1552.48
3/13/2013    14455.28    1554.52
3/14/2013    14539.14    1563.23
3/15/2013    14514.11    1560.7
3/18/2013    14452.06    1552.1
3/19/2013    14455.82    1548.34
3/20/2013    14511.73    1558.71
3/21/2013    14421.49    1545.8
3/22/2013    14512.03    1556.89
3/25/2013    14447.75    1551.69
3/26/2013    14559.65    1563.77
3/27/2013    14526.16    1562.85
3/28/2013    14578.54    1569.19
4/1/2013    14572.85    1562.17
4/2/2013    14662.01    1570.25
4/3/2013    14550.35    1553.69
4/4/2013    14606.11    1559.98
4/5/2013    14565.25    1553.28
4/8/2013    14613.48    1563.07
4/9/2013    14673.46    1568.61
4/10/2013    14802.24    1587.73
4/11/2013    14865.14    1593.37
4/12/2013    14865.06    1588.85
4/15/2013    14599.2    1552.36
4/16/2013    14756.78    1574.57
4/17/2013    14618.59    1552.01
4/18/2013    14537.14    1541.61
4/19/2013    14547.51    1555.25
4/22/2013    14567.17    1562.5
4/23/2013    14719.46    1578.78
4/24/2013    14676.3    1578.79
4/25/2013    14700.8    1585.16
4/26/2013    14712.55    1582.24
4/29/2013    14818.75    1593.61
4/30/2013    14839.8    1597.57
5/1/2013    14700.95    1582.7
5/2/2013    14831.58    1597.59
5/3/2013    14973.96    1614.42
5/6/2013    14968.89    1617.5
5/7/2013    15056.2    1625.96
5/8/2013    15105.12    1632.69
5/9/2013    15082.62    1626.67
5/10/2013    15118.49    1633.7
5/13/2013    15091.68    1633.77
5/14/2013    15215.25    1650.34
5/15/2013    15275.69    1658.78
5/16/2013    15233.22    1650.47
5/17/2013    15354.4    1667.47
5/20/2013    15335.28    1666.29
5/21/2013    15387.58    1669.16
5/22/2013    15307.17    1655.35
5/23/2013    15294.5    1650.51
5/24/2013    15303.1    1649.6
5/28/2013    15409.39    1660.06
5/29/2013    15302.8    1648.36
5/30/2013    15324.53    1654.41
5/31/2013    15115.57    1630.74
6/3/2013    15254.03    1640.42
6/4/2013    15177.54    1631.38
6/5/2013    14960.59    1608.9
6/6/2013    15040.62    1622.56
6/7/2013    15248.12    1643.38
6/10/2013    15238.59    1642.81
6/11/2013    15122.02    1626.13
6/12/2013    14995.23    1612.52
6/13/2013    15176.08    1636.36
6/14/2013    15070.18    1626.73
6/17/2013    15179.85    1639.04
6/18/2013    15318.23    1651.81
6/19/2013    15112.19    1628.93
6/20/2013    14758.32    1588.19
6/21/2013    14799.4    1592.43
6/24/2013    14659.56    1573.09
6/25/2013    14760.31    1588.03
6/26/2013    14910.14    1603.26
6/27/2013    15024.49    1613.2
6/28/2013    14909.6    1606.28
7/1/2013    14974.96    1614.96
7/2/2013    14932.41    1614.08
7/3/2013    14988.55    1615.41
7/5/2013    15135.84    1631.89
7/8/2013    15224.69    1640.46
7/9/2013    15300.34    1652.32
7/10/2013    15291.66    1652.62
7/11/2013    15460.92    1675.02
7/12/2013    15464.3    1680.19
7/15/2013    15484.26    1682.5
7/16/2013    15451.85    1676.26
7/17/2013    15470.52    1680.91
7/18/2013    15548.54    1689.37
7/19/2013    15543.74    1692.09
7/22/2013    15545.55    1695.53
7/23/2013    15567.74    1692.39
7/24/2013    15542.24    1685.94
7/25/2013    15555.61    1690.25
7/26/2013    15558.83    1691.65
7/29/2013    15521.97    1685.33
7/30/2013    15520.59    1685.96
7/31/2013    15499.54    1685.73
8/1/2013    15628.02    1706.87
8/2/2013    15658.36    1709.67
8/5/2013    15612.13    1707.14
8/6/2013    15518.74    1697.37
8/7/2013    15470.67    1690.91
8/8/2013    15498.32    1697.48
8/9/2013    15425.51    1691.42
8/12/2013    15419.68    1689.47
8/13/2013    15451.01    1694.16
8/14/2013    15337.66    1685.39
8/15/2013    15112.19    1661.32
8/16/2013    15081.47    1655.83
8/19/2013    15010.74    1646.06
8/20/2013    15002.99    1652.35
8/21/2013    14897.55    1642.8
8/22/2013    14963.74    1656.96
8/23/2013    15010.51    1663.5
8/26/2013    14946.46    1656.78
8/27/2013    14776.13    1630.48
8/28/2013    14824.51    1634.96
8/29/2013    14840.95    1638.17
8/30/2013    14810.31    1632.97
9/3/2013    14833.96    1639.77
9/4/2013    14930.87    1653.08
9/5/2013    14937.48    1655.08
9/6/2013    14922.5    1655.17
9/9/2013    15063.12    1671.71
9/10/2013    15191.06    1683.99
9/11/2013    15326.6    1689.13
9/12/2013    15300.64    1683.42
9/13/2013    15376.06    1687.99
9/16/2013    15494.78    1697.6
9/17/2013    15529.73    1704.76
9/18/2013    15676.94    1725.52
9/19/2013    15636.55    1722.34
9/20/2013    15451.09    1709.91
9/23/2013    15401.38    1701.84
9/24/2013    15334.59    1697.42
9/25/2013    15273.26    1692.77
9/26/2013    15328.3    1698.67
9/27/2013    15258.24    1691.75
9/30/2013    15129.67    1681.55
10/1/2013    15191.7    1695
10/2/2013    15133.14    1693.87
10/3/2013    14996.48    1678.66
10/4/2013    15072.58    1690.5
10/7/2013    14936.24    1676.12
10/8/2013    14776.53    1655.45
10/9/2013    14802.98    1656.4
10/10/2013    15126.07    1692.56
10/11/2013    15237.11    1703.2
10/14/2013    15301.26    1710.14
10/15/2013    15168.01    1698.06
10/16/2013    15373.83    1721.54
10/17/2013    15371.65    1733.15
10/18/2013    15399.65    1744.5
10/21/2013    15392.2    1744.66
10/22/2013    15467.66    1754.67
10/23/2013    15413.33    1746.38
10/24/2013    15509.21    1752.07
10/25/2013    15570.28    1759.77
10/28/2013    15568.93    1762.11
10/29/2013    15680.35    1771.95
10/30/2013    15618.76    1763.31
10/31/2013    15545.75    1756.54
11/1/2013    15615.55    1761.64
11/4/2013    15639.12    1767.93
11/5/2013    15618.22    1762.97
11/6/2013    15746.88    1770.49
11/7/2013    15593.98    1747.15
11/8/2013    15761.78    1770.61
11/11/2013    15783.1    1771.89
11/12/2013    15750.67    1767.69
11/13/2013    15821.63    1782
11/14/2013    15876.22    1790.62
11/15/2013    15961.7    1798.18
11/18/2013    15976.02    1791.53
11/19/2013    15967.03    1787.87
11/20/2013    15900.82    1781.37
11/21/2013    16009.99    1795.85
11/22/2013    16064.77    1804.76
11/25/2013    16072.54    1802.48
11/26/2013    16072.8    1802.75
11/27/2013    16097.33    1807.23
11/29/2013    16086.41    1805.81
12/2/2013    16008.77    1800.9
12/3/2013    15914.62    1795.15
12/4/2013    15889.77    1792.81
12/5/2013    15821.51    1785.03
12/6/2013    16020.2    1805.09
12/9/2013    16025.53    1808.37
12/10/2013    15973.13    1802.62
12/11/2013    15843.53    1782.22
12/12/2013    15739.43    1775.5
12/13/2013    15755.36    1775.32
12/16/2013    15884.57    1786.54
12/17/2013    15875.26    1781
12/18/2013    16167.97    1810.65
12/19/2013    16179.08    1809.6
12/20/2013    16221.14    1818.32
12/23/2013    16294.61    1827.99
12/24/2013    16357.55    1833.32
12/26/2013    16479.88    1842.02
12/27/2013    16478.41    1841.4
12/30/2013    16504.29    1841.07
12/31/2013    16576.66    1848.36
1/2/2014    16441.35    1831.98
1/3/2014    16469.99    1831.37
1/6/2014    16425.1    1826.77
1/7/2014    16530.94    1837.88
1/8/2014    16462.74    1837.49
1/9/2014    16444.76    1838.13
1/10/2014    16437.05    1842.37
1/13/2014    16257.94    1819.2
1/14/2014    16373.86    1838.88
1/15/2014    16481.94    1848.38
1/16/2014    16417.01    1845.89
1/17/2014    16458.56    1838.7
1/21/2014    16414.44    1843.8
1/22/2014    16373.34    1844.86
1/23/2014    16197.35    1828.46
1/24/2014    15879.11    1790.29
1/27/2014    15837.88    1781.56
1/28/2014    15928.56    1792.5
1/29/2014    15738.79    1774.2
1/30/2014    15848.61    1794.19
1/31/2014    15698.85    1782.59
2/3/2014    15372.8    1741.89
2/4/2014    15445.24    1755.2
2/5/2014    15440.23    1751.64
2/6/2014    15628.53    1773.43
2/7/2014    15794.08    1797.02
2/10/2014    15801.79    1799.84
2/11/2014    15994.77    1819.75
2/12/2014    15963.94    1819.26
2/13/2014    16027.59    1829.83
2/14/2014    16154.39    1838.63
2/18/2014    16130.4    1840.76
2/19/2014    16040.56    1828.75
2/20/2014    16133.23    1839.78
2/21/2014    16103.3    1836.25
2/24/2014    16207.14    1847.61
2/25/2014    16179.66    1845.12
2/26/2014    16198.41    1845.16
2/27/2014    16272.65    1854.29
2/28/2014    16321.71    1859.45
3/3/2014    16168.03    1845.73
3/4/2014    16395.88    1873.91
3/5/2014    16360.18    1873.81
3/6/2014    16421.89    1877.03
3/7/2014    16452.72    1878.04
3/10/2014    16418.68    1877.17
3/11/2014    16351.25    1867.63
3/12/2014    16340.08    1868.2
3/13/2014    16108.89    1846.34
3/14/2014    16065.67    1841.13
3/17/2014    16247.22    1858.83
3/18/2014    16336.19    1872.25
3/19/2014    16222.17    1860.77
3/20/2014    16331.05    1872.01
3/21/2014    16302.77    1866.52
3/24/2014    16276.69    1857.44
3/25/2014    16367.88    1865.62
3/26/2014    16268.99    1852.56
3/27/2014    16264.23    1849.04
3/28/2014    16323.06    1857.62
3/31/2014    16457.66    1872.34
4/1/2014    16532.61    1885.52
4/2/2014    16573    1890.9
4/3/2014    16572.55    1888.77
4/4/2014    16412.71    1865.09
4/7/2014    16245.87    1845.04
4/8/2014    16256.14    1851.96
4/9/2014    16437.18    1872.18
4/10/2014    16170.22    1833.08
4/11/2014    16026.75    1815.69
4/14/2014    16173.24    1830.61
4/15/2014    16262.56    1842.98
4/16/2014    16424.85    1862.31
4/17/2014    16408.54    1864.85
4/21/2014    16449.25    1871.89
4/22/2014    16514.37    1879.55
4/23/2014    16501.65    1875.39
4/24/2014    16501.65    1878.61
4/25/2014    16361.46    1863.4
4/28/2014    16448.74    1869.43
4/29/2014    16535.37    1878.33
4/30/2014    16580.84    1883.95
5/1/2014    16558.87    1883.68
5/2/2014    16512.89    1881.14
5/5/2014    16530.55    1884.66
5/6/2014    16401.02    1867.72
5/7/2014    16518.54    1878.21
5/8/2014    16550.97    1875.63
5/9/2014    16583.34    1878.48
5/12/2014    16695.47    1896.65
5/13/2014    16715.44    1897.45
5/14/2014    16613.97    1888.53
5/15/2014    16446.81    1870.85
5/16/2014    16491.31    1877.86
5/19/2014    16511.86    1885.08
5/20/2014    16374.31    1872.83
5/21/2014    16533.06    1888.03
5/22/2014    16543.08    1892.49
5/23/2014    16606.27    1900.53
5/27/2014    16675.5    1911.91
5/28/2014    16633.18    1909.78
5/29/2014    16698.74    1920.03
5/30/2014    16717.17    1923.57
6/2/2014    16743.63    1924.97
6/3/2014    16722.34    1924.24
6/4/2014    16737.53    1927.88
6/5/2014    16836.11    1940.46
6/6/2014    16924.28    1949.44
6/9/2014    16943.1    1951.27
6/10/2014    16945.92    1950.79
6/11/2014    16843.88    1943.89
6/12/2014    16734.19    1930.11
6/13/2014    16775.74    1936.16
6/16/2014    16781.01    1937.78
6/17/2014    16808.49    1941.99
6/18/2014    16906.62    1956.98
6/19/2014    16921.46    1959.48
6/20/2014    16947.08    1962.87
6/23/2014    16937.26    1962.61
6/24/2014    16818.13    1949.98
6/25/2014    16867.51    1959.53
6/26/2014    16846.13    1957.22
6/27/2014    16851.84    1960.96
6/30/2014    16826.6    1960.23
7/1/2014    16956.07    1973.32
7/2/2014    16976.24    1974.62
7/3/2014    17068.26    1985.44
7/7/2014    17024.21    1977.65
7/8/2014    16906.62    1963.71
7/9/2014    16985.61    1972.83
7/10/2014    16915.07    1964.68
7/11/2014    16943.81    1967.57
7/14/2014    17055.42    1977.1
7/15/2014    17060.68    1973.28
7/16/2014    17138.2    1981.57
7/17/2014    16976.81    1958.12
7/18/2014    17100.18    1978.22
7/21/2014    17051.73    1973.63
7/22/2014    17113.54    1983.53
7/23/2014    17086.63    1987.01
7/24/2014    17083.8    1987.98
7/25/2014    16960.57    1978.34
7/28/2014    16982.59    1978.91
7/29/2014    16912.11    1969.95
7/30/2014    16880.36    1970.07
7/31/2014    16563.3    1930.67
8/1/2014    16493.37    1925.15
8/4/2014    16569.28    1938.99
8/5/2014    16429.47    1920.21
8/6/2014    16443.34    1920.24
8/7/2014    16368.27    1909.57
8/8/2014    16553.93    1931.59
8/11/2014    16569.98    1936.92
8/12/2014    16560.54    1933.75
8/13/2014    16651.8    1946.72
8/14/2014    16713.58    1955.18
8/15/2014    16662.91    1955.06
8/18/2014    16838.74    1971.74
8/19/2014    16919.59    1981.6
8/20/2014    16979.13    1986.51
8/21/2014    17039.49    1992.37
8/22/2014    17001.22    1988.4
8/25/2014    17076.87    1997.92
8/26/2014    17106.7    2000.02
8/27/2014    17122.01    2000.12
8/28/2014    17079.57    1996.74
8/29/2014    17098.45    2003.37
9/2/2014    17067.56    2002.28
9/3/2014    17078.28    2000.72
9/4/2014    17069.58    1997.65
9/5/2014    17137.36    2007.71
9/8/2014    17111.42    2001.54
9/9/2014    17013.87    1988.44
9/10/2014    17068.71    1995.69
9/11/2014    17049    1997.45
9/12/2014    16987.51    1985.54
9/15/2014    17031.14    1984.13
9/16/2014    17131.97    1998.98
9/17/2014    17156.85    2001.57
9/18/2014    17265.99    2011.36
9/19/2014    17279.74    2010.4
9/22/2014    17172.68    1994.29
9/23/2014    17055.87    1982.77
9/24/2014    17210.06    1998.3
9/25/2014    16945.8    1965.99
9/26/2014    17113.15    1982.85
9/29/2014    17071.22    1977.8
9/30/2014    17042.9    1972.29
10/1/2014    16804.71    1946.16
10/2/2014    16801.05    1946.17
10/3/2014    17009.69    1967.9
10/6/2014    16991.91    1964.82
10/7/2014    16719.39    1935.1
10/8/2014    16994.22    1968.89
10/9/2014    16659.25    1928.21
10/10/2014    16544.1    1906.13
10/13/2014    16321.07    1874.74
10/14/2014    16315.19    1877.7
10/15/2014    16141.74    1862.49
10/16/2014    16117.24    1862.76
10/17/2014    16380.41    1886.76
10/20/2014    16399.67    1904.01
10/21/2014    16614.81    1941.28
10/22/2014    16461.32    1927.11
10/23/2014    16677.9    1950.82
10/24/2014    16805.41    1964.58
10/27/2014    16817.94    1961.63
10/28/2014    17005.75    1985.05
10/29/2014    16974.31    1982.3
10/30/2014    17195.42    1994.65
10/31/2014    17390.52    2018.05
11/3/2014    17366.24    2017.81
11/4/2014    17383.84    2012.1
11/5/2014    17484.53    2023.57
11/6/2014    17554.47    2031.21
11/7/2014    17573.93    2031.92
11/10/2014    17613.74    2038.26
11/11/2014    17614.9    2039.68
11/12/2014    17612.2    2038.25
11/13/2014    17652.79    2039.33
11/14/2014    17634.74    2039.82
11/17/2014    17647.75    2041.32
11/18/2014    17687.82    2051.8
11/19/2014    17685.73    2048.72
11/20/2014    17719    2052.75
11/21/2014    17810.06    2063.5
11/24/2014    17817.9    2069.41
11/25/2014    17814.94    2067.03
11/26/2014    17827.75    2072.83
11/28/2014    17828.24    2067.56
12/1/2014    17776.8    2053.44
12/2/2014    17879.55    2066.55
12/3/2014    17912.62    2074.33
12/4/2014    17900.1    2071.92
12/5/2014    17958.79    2075.37
12/8/2014    17852.48    2060.31
12/9/2014    17801.2    2059.82
12/10/2014    17533.15    2026.14
12/11/2014    17596.34    2035.33
12/12/2014    17280.83    2002.33
12/15/2014    17180.84    1989.63
12/16/2014    17068.87    1972.74
12/17/2014    17356.87    2012.89
12/18/2014    17778.15    2061.23
12/19/2014    17804.8    2070.65
12/22/2014    17959.44    2078.54
12/23/2014    18024.17    2082.17
12/24/2014    18030.21    2081.88
12/26/2014    18053.71    2088.77
12/29/2014    18038.23    2090.57
12/30/2014    17983.07    2080.35
12/31/2014    17823.07    2058.9
1/2/2015    17832.99    2058.2
1/5/2015    17501.65    2020.58
1/6/2015    17371.64    2002.61
1/7/2015    17584.52    2025.9
1/8/2015    17907.87    2062.14
1/9/2015    17737.37    2044.81
1/12/2015    17640.84    2028.26
1/13/2015    17613.68    2023.03
1/14/2015    17427.09    2011.27
1/15/2015    17320.71    1992.67
1/16/2015    17511.57    2019.42
1/20/2015    17515.23    2022.55
1/21/2015    17554.28    2032.12
1/22/2015    17813.98    2063.15
1/23/2015    17672.6    2051.82
1/26/2015    17678.7    2057.09
1/27/2015    17387.21    2029.55
1/28/2015    17191.37    2002.16
1/29/2015    17416.85    2021.25
1/30/2015    17164.95    1994.99
2/2/2015    17361.04    2020.85
2/3/2015    17666.4    2050.03
2/4/2015    17673.02    2041.51
2/5/2015    17884.88    2062.52
2/6/2015    17824.29    2055.47
2/9/2015    17729.21    2046.74
2/10/2015    17868.76    2068.59
2/11/2015    17862.14    2068.53
2/12/2015    17972.38    2088.48
2/13/2015    18019.35    2096.99
;

/*--- BEKK ---*/

proc varmax data=indices outest=oebekk outcov;
model rDJIA rSP500 / noint;
garch p=1 q=1 form=bekk outht=ohbekk;
run;

/*--- Diagonal BEKK ---*/

proc varmax data=indices outest=oebekk outcov;
model rDJIA rSP500 / noint;
garch p=1 q=1 form=bekk;
restrict ach(1,1,2), ach(1,2,1), gch(1,1,2), gch(1,2,1);
run;

/*--- BEKK with Initial Values ---*/

proc varmax data=indices outest=oebekk outcov;
model rDJIA rSP500 / noint;
garch p=1 q=1 form=bekk;
initial gchc(1,1)=0.01407, gchc(1,2)=0.01446, gchc(2,2)=0.01598,
ach(1,1,1)=0.25702, ach(1,2,2)=0.26061,
gch(1,1,1)=-0.95794, gch(1,2,2)=-0.95694,
ach(1,1,2), ach(1,2,1), gch(1,1,2), gch(1,2,1);
run;

/*--- CCC ---*/

proc varmax data=indices outest=oeccc outcov;
model rDJIA rSP500 / noint;
garch p=1 q=1 form=ccc outht=ohccc;
run;

/*--- DCC ---*/

proc varmax data=indices outest=oedcc outcov;
model rDJIA rSP500 / noint;
garch p=1 q=1 form=dcc outht=ohdcc;
run;

/*--- DCC with Initial Values ---*/

proc varmax data=indices outest=oedcc outcov;
model rDJIA rSP500 / noint;
garch p=1 q=1 form=dcc outht=ohdcc;
initial DCCA=0.01, DCCB=0.98, DCCS(1,2)  = 0.97294,
GCHC(1,1)  = 0.03713, GCHC(2,2)  = 0.04004,
ACH(1,1,1) = 0.06862, ACH(1,2,2) = 0.06684,
GCH(1,1,1) = 0.88472, GCH(1,2,2) = 0.88916;
run;

proc varmax data=indices outest=oedcct outcov;
model rDJIA rSP500 / noint;
garch p=1 q=1 form=dcc outht=ohdcct subform=tgarch;
initial DCCA=0.01, DCCB=0.98, DCCS(1,2)  = 0.97294,
GCHC(1,1)  = 0.03713, GCHC(2,2)  = 0.04004,
ACH(1,1,1) = 0.06862, ACH(1,2,2) = 0.06684,
GCH(1,1,1) = 0.88472, GCH(1,2,2) = 0.88916;