ECOM2001 Curtin University Quantitative Techniques for Business Report Hi, this report is worth 30% and I need to do extremely well in this and get a HD, a

ECOM2001 Curtin University Quantitative Techniques for Business Report Hi, this report is worth 30% and I need to do extremely well in this and get a HD, as I struggle with this unit and this assignment is a hope for me to gain a lot of marks to compensate for if my exam doesn’t go to well. I need some really professional help and this is my last sem at uni and this is really important to me. This is a report, and in order to get a HD, the marking guide says student would need to show passion for this topic in order to get high marks. PROJECT INSTRUCTIONS
Yashar Tarverdi
ECOM2001- QUANTITATIVE TECHNIQUES FOR BUSINESS,
School of Economics, Finance and Property
1
Introduction
The aim of this project is to prepare, evaluate and analyse portfolios composed of three
financial assets. It requires deep understanding of both the statistics and the mathematics
components of the unit. You should be able to do parts of the project as the unit
progresses. It is recommended that you work on a weekly basis.
2
Data
Download the stockprices-sem1-2019.csv from Blackboard. The file contains daily stock
prices for Apple (AAPL), Hewlett Packard (HQP), Intel (INTC), sourced from www.nasdaq.com.
(data is modified)
3
The Analysis
3.1
Plot the prices of each asset separately against time using software such as EXCEL or
Tableau. Succinctly describe in words the historical time evolution of each of the three
time series (limit: 100 words for each series).
[10 Marks]
1
Semester 1, 2019
ECOM2001-1 Quantitative Techniques for Business
3.2
Calculate the returns of each asset using the following:

rt = 100 ln
Pt
Pt?1

(1)
Where Pt is the asset price at time t. Plot the returns for each asset.
[5 Marks]
3.3
Create a histogram for each of the returns series. Also, report their descriptive statistics
in a table including mean, median, mode, variance, standard deviation, skewness and
kurtosis. What conclusion can you draw by examining the kurtosis in each case?
[10 Marks]
3.4
Under the assumption that the returns of each asset are drawn from an independently and
identically distributed normal distribution, are the expected returns statistically different
from zero for each asset? State clearly the null and alternative hypothesis in each case.
[10 Marks]
3.5
Assume the returns of each asset are independent from each other, are the mean returns
statistically different from each other?
[10 Marks]
3.6
Calculate the correlation matrix of the returns.
[5 Marks]
Page 2 of 3
Semester 1, 2019
ECOM2001-1 Quantitative Techniques for Business
3.7
Is the assumption of independence realistic? If not, re-test the hypotheses in Question 3.5
using appropriate test statistics. Compare the results to the results obtained in Question
3.5.
[20 Marks]
3.8
If you can only choose maximum of two assets into a portfolio, which will you choose?
What are the optimal weights and the optimal expected returns? State clearly your
objective function and provide step-by-step derivations.
[30 Marks]
3.9
Bonus question

Why is it not realistic to assume these prices follow a normal distribution? (Up to 5 Extra
Marks)
4
Submission
Please ensure you show all workings as full mark will not be awarded without showing
all essential steps. And make sure you submit your report and solutions through both of
following channels by Friday 31 May 2019:
• Through Turnitin AND
• A hard copy to School of Economics, Finance and Property assignment box with
the date stamped† .
†
if you are an online student and live outside of 100KM of the Bentley campus you
can email your assignment to CBS-EFTSO@curtin.edu.au. Off-Campus students submit
theirs to the local instructor.
[END OF PROJECT INSTRUCTIONS DOCUMENT]
Page 3 of 3
Date
07/28/2008
07/29/2008
07/30/2008
07/31/2008
1/8/2008
4/8/2008
5/8/2008
6/8/2008
7/8/2008
8/8/2008
11/8/2008
12/8/2008
08/13/2008
08/14/2008
08/15/2008
08/18/2008
08/19/2008
08/20/2008
08/21/2008
08/22/2008
08/25/2008
08/26/2008
08/27/2008
08/28/2008
08/29/2008
2/9/2008
3/9/2008
4/9/2008
5/9/2008
8/9/2008
9/9/2008
10/9/2008
11/9/2008
12/9/2008
09/15/2008
09/16/2008
09/17/2008
09/18/2008
09/19/2008
09/22/2008
09/23/2008
09/24/2008
09/25/2008
09/26/2008
09/29/2008
09/30/2008
AAPL
22,0571
22,44
22,84
22,7071
22,38
21,89
22,9486
23,4557
23,3671
24,2214
24,7943
25,2471
25,6143
25,6171
25,1057
25,0557
24,79
25,12
24,8986
25,2557
24,65
24,8057
24,9528
24,82
24,2186
23,7414
23,8514
23,0314
22,8829
22,56
21,6686
21,6586
21,8071
21,2771
20,0514
19,9829
18,2614
19,1557
20,13
18,7214
18,12
18,3871
18,8471
18,32
15,0371
16,2371
HQP
9,8891
10,4118
10,8419
10,7217
10,3331
10,3239
10,8142
10,8836
11,0501
11,1934
11,1518
11,1287
11,0963
11,0454
11,0871
10,6292
10,2082
11,3507
11,4848
11,767
11,6514
11,6745
11,6467
11,8919
11,7022
11,2767
10,8558
10,5644
10,7957
11,1564
11,2813
11,6282
11,8271
11,7254
10,9668
12,3914
11,1611
11,804
12,322
11,8132
11,6837
11,6375
12,063
12,1139
10,606
11,3877
INTC
21,67
22,23
22,23
22,19
22,35
22,52
23,02
22,8
23,67
24,23
24,38
24,52
24,12
24,36
24,26
24,01
23,59
23,39
23,05
23,49
22,97
23,15
23,41
23,59
22,87
22,58
21,54
20,52
20,61
20,97
20,33
20,16
20,19
20,16
19,36
19,48
18,55
19,26
19,23
18,5
18,63
18,7
18,57
19,2
17,27
18,73
1/10/2008
2/10/2008
3/10/2008
6/10/2008
7/10/2008
8/10/2008
9/10/2008
10/10/2008
10/13/2008
10/14/2008
10/15/2008
10/16/2008
10/17/2008
10/20/2008
10/21/2008
10/22/2008
10/23/2008
10/24/2008
10/27/2008
10/28/2008
10/29/2008
10/30/2008
10/31/2008
3/11/2008
4/11/2008
5/11/2008
6/11/2008
7/11/2008
10/11/2008
11/11/2008
12/11/2008
11/13/2008
11/14/2008
11/17/2008
11/18/2008
11/19/2008
11/20/2008
11/21/2008
11/24/2008
11/25/2008
11/26/2008
11/28/2008
1/12/2008
2/12/2008
3/12/2008
4/12/2008
5/12/2008
15,5886
14,3
13,8671
14,02
12,7371
12,8271
12,6771
13,8286
15,7514
14,8686
13,9929
14,5557
13,9143
14,0629
13,07
13,8386
14,0329
13,7686
13,1557
14,2729
14,9357
15,8629
15,37
15,28
15,8557
14,7571
14,1571
14,0343
13,6971
13,5386
12,8743
13,7771
12,8914
12,5914
12,8443
12,3271
11,4986
11,7971
13,2786
12,9714
13,5714
13,2386
12,7043
13,21
13,7
13,0586
13,4286
10,8003
10,0094
9,8891
8,9409
8,3535
8,5015
7,8077
7,1139
9,149
8,7189
7,8586
8,3442
8,3673
8,9686
7,5995
6,2952
5,3331
5,0047
4,4219
6,2304
6,3738
7,433
7,7059
7,8586
7,6874
6,767
5,5597
6,0223
5,8049
5,3794
4,4034
4,6671
4,0889
3,5708
5,5366
5,2776
4,7226
6,0223
6,5126
5,5412
6,2859
6,3183
5,4672
5,8511
6,1055
5,4441
5,5089
18,52
17,2
17,31
16,93
16,02
16,25
15,6
15,19
16,99
15,93
14,99
15,88
15,5
16,04
15,25
14,58
14,51
14,28
14,25
15,86
14,94
16,17
16,031
15,64
16,26
15,06
13,87
14,63
14,35
13,93
13,52
14,43
13,32
13
13,11
12,49
12,23
13,11
13,56
13,13
13,97
13,8
12,56
13,28
13,66
12,77
13,29
8/12/2008
9/12/2008
10/12/2008
11/12/2008
12/12/2008
12/15/2008
12/16/2008
12/17/2008
12/18/2008
12/19/2008
12/22/2008
12/23/2008
12/24/2008
12/26/2008
12/29/2008
12/30/2008
12/31/2008
2/1/2009
5/1/2009
6/1/2009
7/1/2009
8/1/2009
9/1/2009
12/1/2009
01/13/2009
01/14/2009
01/15/2009
01/16/2009
01/20/2009
01/21/2009
01/22/2009
01/23/2009
01/26/2009
01/27/2009
01/28/2009
01/29/2009
01/30/2009
2/2/2009
3/2/2009
4/2/2009
5/2/2009
6/2/2009
9/2/2009
10/2/2009
11/2/2009
12/2/2009
02/13/2009
14,2457
14,2943
14,03
13,5714
14,0386
13,5357
13,6329
12,7371
12,7757
12,8571
12,2486
12,34
12,1486
12,2586
12,3729
12,3271
12,1929
12,9643
13,5114
13,2886
13,0014
13,2429
12,94
12,6657
12,53
12,19
11,9114
11,7614
11,1714
11,8329
12,6229
12,6229
12,8057
12,9614
13,4571
13,2857
12,8757
13,0729
13,2829
13,3643
13,78
14,2457
14,6443
13,9757
13,8314
14,1814
14,1657
6,2952
5,9622
6,2351
6,087
6,6375
6,1055
6,7993
6,8687
6,3599
6,3738
6,0732
5,9807
6,0408
6,1749
6,4571
6,7392
6,7855
7,026
6,804
8,1823
7,5024
7,4099
7,3405
7,1046
6,5727
6,3692
6,5357
6,0824
5,421
6,2397
6,4154
6,5542
6,4524
6,6005
7,3035
6,619
6,0732
6,0315
6,6976
6,6652
6,2304
7,0445
6,804
6,2859
6,2258
6,2998
6,5912
13,94
14,3
14,27
14,01
14,75
14,59
15,64
15,26
14,26
14,44
14,34
14,07
14,23
14,18
14,13
14,69
14,66
15,2
14,91
15,37
14,44
14,55
14,15
13,79
13,67
13,08
13,29
13,74
12,86
13,26
12,82
13,12
13,38
13,81
14,01
13,37
12,9
13,63
13,73
13,88
14,25
14,73
14,91
14,08
14,08
14
13,88
02/17/2009
02/18/2009
02/19/2009
02/20/2009
02/23/2009
02/24/2009
02/25/2009
02/26/2009
02/27/2009
2/3/2009
3/3/2009
4/3/2009
5/3/2009
6/3/2009
9/3/2009
10/3/2009
11/3/2009
12/3/2009
03/13/2009
03/16/2009
03/17/2009
03/18/2009
03/19/2009
03/20/2009
03/23/2009
03/24/2009
03/25/2009
03/26/2009
03/27/2009
03/30/2009
03/31/2009
1/4/2009
2/4/2009
3/4/2009
6/4/2009
7/4/2009
8/4/2009
9/4/2009
04/13/2009
04/14/2009
04/15/2009
04/16/2009
04/17/2009
04/20/2009
04/21/2009
04/22/2009
04/23/2009
13,5043
13,4814
12,9486
13,0286
12,4214
12,8929
13,0229
12,7414
12,7586
12,5629
12,6243
13,0243
12,6914
12,1857
11,8729
12,6611
13,24
13,7643
13,7043
13,6314
14,2371
14,5029
14,5171
14,5129
15,38
15,2144
15,2129
15,6957
15,2643
14,9271
15,0171
15,5271
16,1014
16,57
16,9214
16,4286
16,6171
17,0814
17,1743
16,9014
16,8057
17,35
17,6314
17,2143
17,3943
17,3586
17,9143
5,8835
5,7633
4,519
4,4497
3,5431
3,7003
3,9316
3,9871
3,4275
2,9834
3,0297
3,2517
2,5255
2,4793
1,8086
2,507
3,2332
3,5708
3,6217
3,4228
3,7605
3,409
3,4598
3,3442
4,4265
4,1629
4,3433
5,3562
5,4164
4,8567
4,8289
5,2082
5,5829
5,7956
5,6153
5,4071
5,2915
5,9252
5,9668
5,7818
6,1194
6,9289
6,7901
6,0408
6,3877
6,0408
6,0778
13,21
13,36
12,68
12,78
12,08
12,73
13,03
12,71
12,74
12,31
12,28
12,76
12,31
12,41
12,55
13,92
13,96
14,52
14,7
14,25
14,9
15,24
15,15
14,65
15,52
15
14,94
15,82
15,42
14,72
15,03
15,03
15,7
15,95
15,86
15,45
15,27
15,98
15,98
16,01
15,62
15,89
15,6
15
15,36
15,67
15,53
04/24/2009
04/27/2009
04/28/2009
04/29/2009
04/30/2009
1/5/2009
4/5/2009
5/5/2009
6/5/2009
7/5/2009
8/5/2009
11/5/2009
12/5/2009
05/13/2009
05/14/2009
05/15/2009
05/18/2009
05/19/2009
05/20/2009
05/21/2009
05/22/2009
05/26/2009
05/27/2009
05/28/2009
05/29/2009
1/6/2009
2/6/2009
3/6/2009
4/6/2009
5/6/2009
8/6/2009
9/6/2009
10/6/2009
11/6/2009
12/6/2009
06/15/2009
06/16/2009
06/17/2009
06/18/2009
06/19/2009
06/22/2009
06/23/2009
06/24/2009
06/25/2009
06/26/2009
06/29/2009
06/30/2009
17,7
17,8186
17,7003
17,8771
17,9757
18,1771
18,8671
18,9586
18,9286
18,4371
18,4557
18,51
17,7743
17,07
17,5643
17,4886
18,0929
18,2071
17,9814
17,74
17,5
18,6829
19,0071
19,2957
19,4014
19,9071
19,9271
20,1357
20,5343
20,6671
20,55
20,3886
20,0357
19,9929
19,5671
19,4414
19,4786
19,3686
19,4114
19,9257
19,6243
19,1443
19,46
19,98
20,3486
20,2814
20,3471
6,5588
6,3969
6,3831
6,8595
6,6421
6,8919
7,1786
7,0214
6,804
5,9714
6,0408
6,2027
6,1842
5,8234
6,1564
6,1934
6,5265
6,9196
6,0362
5,828
5,791
5,9437
5,8835
6,05
5,8881
6,6513
6,5773
6,4802
6,693
7,2758
7,3035
7,0399
7,0167
7,2203
7,4654
7,1509
7,0399
7,3081
7,3683
7,7383
7,4562
7,2804
7,2156
7,6319
7,396
8,0297
7,8771
15,62
15,28
15,05
15,35
15,78
15,81
16,66
16,16
16,12
15,77
15,29
15,37
15,21
15,13
15,54
15,19
15,52
15,65
15,58
15,18
15,05
15,48
15,46
15,72
15,72
16,5
16,19
15,94
16,13
15,92
15,92
16,42
16,46
16,35
16,31
15,98
15,86
16,14
15,87
16,01
15,68
15,81
16,1
16,31
16,29
16,38
16,55
1/7/2009
2/7/2009
6/7/2009
7/7/2009
8/7/2009
9/7/2009
10/7/2009
07/13/2009
07/14/2009
07/15/2009
07/16/2009
07/17/2009
07/20/2009
07/21/2009
07/22/2009
07/23/2009
07/24/2009
07/27/2009
07/28/2009
07/29/2009
07/30/2009
07/31/2009
3/8/2009
4/8/2009
5/8/2009
6/8/2009
7/8/2009
10/8/2009
11/8/2009
12/8/2009
08/13/2009
08/14/2009
08/17/2009
08/18/2009
08/19/2009
08/20/2009
08/21/2009
08/24/2009
08/25/2009
08/26/2009
08/27/2009
08/28/2009
08/31/2009
1/9/2009
2/9/2009
3/9/2009
4/9/2009
20,4043
20,0029
19,8014
19,3429
19,6029
19,48
19,7886
20,3343
20,3243
20,9829
21,0743
21,6786
21,8441
21,6443
22,3914
22,5457
22,8551
22,8714
22,8571
22,8614
23,2557
23,3414
23,7757
23,65
23,5871
23,4157
23,6443
23,5314
23,2614
23,6157
24,06
23,8257
22,7986
23,4286
23,5143
23,7614
24,1743
24,1514
24,2
23,9157
24,2071
24,2928
24,03
23,614
23,5971
23,7929
24,33
7,8909
7,507
7,4515
7,0399
7,211
7,2526
7,2249
7,2526
7,1786
7,9557
8,3488
8,4922
8,7004
8,7651
8,8715
9,26
9,297
9,3526
9,4173
9,5144
9,755
10,0279
10,0649
10,0834
10,0094
9,5237
10,1389
10,199
10,0695
10,4349
10,5135
10,3933
9,94
10,3331
10,273
10,3424
10,7124
10,717
10,6662
10,5737
10,7263
10,7032
10,7633
10,2915
10,4673
10,5598
10,8604
17,04
16,72
16,54
16,25
15,94
16,02
16,04
16,49
16,83
18,05
18,5
18,79
18,9
18,9
19,14
19,48
19,36
19,47
19,37
19,4
19,33
19,25
19,37
19,32
18,86
18,7
18,5
18,76
18,64
18,81
19,05
18,77
18,45
18,772
18,8
18,71
18,8901
18,76
19,1
19,43
19,47
20,25
20,32
19,72
19,47
19,42
19,64
8/9/2009
9/9/2009
10/9/2009
11/9/2009
09/14/2009
09/15/2009
09/16/2009
09/17/2009
09/18/2009
09/21/2009
09/22/2009
09/23/2009
09/24/2009
09/25/2009
09/28/2009
09/29/2009
09/30/2009
1/10/2009
2/10/2009
5/10/2009
6/10/2009
7/10/2009
8/10/2009
9/10/2009
12/10/2009
10/13/2009
10/14/2009
10/15/2009
10/16/2009
10/19/2009
10/20/2009
10/21/2009
10/22/2009
10/23/2009
10/26/2009
10/27/2009
10/28/2009
10/29/2009
10/30/2009
2/11/2009
3/11/2009
4/11/2009
5/11/2009
6/11/2009
9/11/2009
10/11/2009
11/11/2009
24,7043
24,4486
24,6514
24,5943
24,8171
25,0228
25,9814
26,3643
26,4314
26,2886
26,3543
26,5
26,26
26,0528
26,5931
26,4828
26,4786
25,8371
26,4143
26,5748
27,1443
27,1786
27,0386
27,21
27,2586
27,1457
27,3271
27,2228
26,8643
27,1228
28,3943
29,2743
29,3143
29,1343
28,9257
28,1957
27,4857
28,05
26,9286
27,0443
26,9643
27,2586
27,7186
27,7628
28,78
28,9971
29,0357
11,0316
11,2675
11,508
11,323
11,1379
11,1102
11,1102
11,1426
11,3461
11,4386
11,7439
11,7069
11,6791
11,7485
12,1463
11,9428
11,8364
11,2582
10,9437
11,3091
11,7439
11,5357
11,4895
11,915
11,7577
11,5959
12,1509
12,2018
12,3729
12,4192
12,5441
12,3035
12,3498
12,4608
12,137
11,878
11,7069
12,3637
11,952
12,2758
11,9751
12,0908
12,5949
12,7383
13,1222
13,1084
13,1269
19,8
19,93
19,76
19,51
19,36
19,55
19,65
19,41
19,56
19,54
19,53
19,88
19,54
19,37
19,74
19,48
19,57
18,9
18,97
19,1
19,63
19,75
19,88
20,17
20,4
20,49
20,831
20,67
20,18
20,41
20,18
19,859
20,12
19,78
19,83
19,74
19,03
19,22
19,11
19,01
18,5
18,59
18,89
18,93
19,46
19,5
19,84
12/11/2009
11/13/2009
11/16/2009
11/17/2009
11/18/2009
11/19/2009
11/20/2009
11/23/2009
11/24/2009
11/25/2009
11/27/2009
11/30/2009
1/12/2009
2/12/2009
3/12/2009
4/12/2009
7/12/2009
8/12/2009
9/12/2009
10/12/2009
11/12/2009
12/14/2009
12/15/2009
12/16/2009
12/17/2009
12/18/2009
12/21/2009
12/22/2009
12/23/2009
12/24/2009
12/28/2009
12/29/2009
12/30/2009
12/31/2009
4/1/2010
5/1/2010
6/1/2010
7/1/2010
8/1/2010
11/1/2010
12/1/2010
01/13/2010
01/14/2010
01/15/2010
01/19/2010
01/20/2010
01/21/2010
28,8557
29,2071
29,5186
29,5714
29,4228
28,6443
28,56
29,4114
29,2057
29,17
28,6557
28,5586
28,1386
28,0328
28,0686
27,6171
26,9928
27,1243
28,2571
28,0614
27,81
28,14
27,7386
27,8614
27,4086
27,9186
28,3186
28,6228
28,8714
29,8628
30,23
29,8714
30,2343
30,1046
30,5728
30,6257
30,1386
30,0828
30,2828
30,0157
29,6743
30,0928
29,9186
29,4186
30,72
30,2464
29,7246
12,9881
13,0852
13,5015
13,7374
13,3489
13,0436
13,1454
13,5986
13,2147
13,15
12,6967
12,6921
12,9372
12,6551
12,6458
13,0297
12,7615
12,6366
13,1037
13,1916
13,15
13,4414
13,5848
13,7559
13,3859
13,8207
14,0473
14,2647
14,2786
14,4543
14,4035
14,3156
14,4821
13,8253
14,2601
14,3618
14,1352
14,1444
14,3248
14,2508
14,0381
14,1537
14,2878
14,2693
14,3988
14,1491
13,7235
19,68
19,82
20,23
20,32
20,12
19,3
19,24
19,4
19,39
19,34
19,11
19,2
19,66
19,72
19,87
20,46
20,37
19,99
20,01
20,15
19,9
19,98
19,8
19,38
19,07
19,63
20,09
20,04
20,1
20,33
20,3
20,402
20,59
20,4
20,88
20,87
20,8
20,6
20,83
20,95
20,608
20,96
21,48
20,8
21,05
21,08
20,84
01/22/2010
01/25/2010
01/26/2010
01/27/2010
01/28/2010
01/29/2010
1/2/2010
2/2/2010
3/2/2010
4/2/2010
5/2/2010
8/2/2010
9/2/2010
10/2/2010
11/2/2010
12/2/2010
02/16/2010
02/17/2010
02/18/2010
02/19/2010
02/22/2010
02/23/2010
02/24/2010
02/25/2010
02/26/2010
1/3/2010
2/3/2010
3/3/2010
4/3/2010
5/3/2010
8/3/2010
9/3/2010
10/3/2010
11/3/2010
12/3/2010
03/15/2010
03/16/2010
03/17/2010
03/18/2010
03/19/2010
03/22/2010
03/23/2010
03/24/2010
03/25/2010
03/26/2010
03/29/2010
03/30/2010
28,25
29,0107
29,42
29,6977
28,47
27,4376
27,8186
27,98
28,4614
27,4357
27,9228
27,7314
28,0271
27,8737
28,3814
28,6257
29,0571
28,9357
28,9897
28,81
28,6308
28,1513
28,6651
28,8571
29,2314
29,8557
29,8357
29,9043
30,1014
31,2786
31,2971
31,86
32,12
32,2143
32,3714
31,9771
32,0643
32,0171
32,0928
31,75
32,1071
32,6228
32,7671
32,3786
32,9857
33,1986
33,6921
12,7985
13,1546
13,0066
12,8725
12,1046
11,7716
12,1231
12,4747
12,5394
11,7531
11,8873
12,0121
12,2573
12,211
12,4886
12,4145
12,8678
13,1824
13,5015
13,4923
13,3859
13,1824
13,4923
13,5524
13,4923
13,8392
13,6449
13,6356
13,8253
14,0658
13,927
13,9964
13,9502
14,0612
14,2184
14,2462
14,2138
14,1583
14,3896
14,2786
14,4913
14,5838
14,5422
14,7457
14,7087
14,5006
14,6347
19,91
20,32
20
20,24
19,92
19,4
19,61
19,91
19,68
19,02
19,47
19,35
19,65
19,69
20,06
20,43
20,72
20,66
20,84
20,82
20,87
20,388
20,7
20,63
20,53
20,87
20,6975
20,52
20,53
20,79
20,77
20,94
21,19
21,25
21,27
21,17
22,01
22,2425
22,2
21,9925
22,24
22,6725
22,43
22,35
22,24
22,33
22,34
03/31/2010
1/4/2010
5/4/2010
6/4/2010
7/4/2010
8/4/2010
9/4/2010
12/4/2010
04/13/2010
04/14/2010
04/15/2010
04/16/2010
04/19/2010
04/20/2010
04/21/2010
04/22/2010
04/23/2010
04/26/2010
04/27/2010
04/28/2010
04/29/2010
04/30/2010
3/5/2010
4/5/2010
5/5/2010
6/5/2010
7/5/2010
10/5/2010
11/5/2010
12/5/2010
05/13/2010
05/14/2010
05/17/2010
05/18/2010
05/19/2010
05/20/2010
05/21/2010
05/24/2010
05/25/2010
05/26/2010
05/27/2010
05/28/2010
1/6/2010
2/6/2010
3/6/2010
4/6/2010
7/6/2010
33,5714
33,71
34,07
34,22
34,3714
34,2786
34,5414
34,6128
34,6328
35,0986
35,56
35,3428
35,2957
34,9414
37,0314
38,0671
38,69
38,5
37,4343
37,3714
38,3771
37,2986
38,05
36,9543
36,5693
35,1786
33,6943
36,2843
36,6457
37,4414
36,9086
36,26
36,3171
36,0514
35,4771
33,9657
34,6171
35,2514
35,0314
34,8727
36,1928
36,6971
37,2614
37,7071
37,5886
36,5664
35,8486
14,5838
14,6255
14,9169
14,9122
14,6486
14,8059
14,9169
14,9215
14,8752
15,2175
15,0834
14,8614
14,8105
14,7735
14,8382
14,6579
14,9307
15,0973
14,6301
14,644
14,459
14,0381
14,3803
13,4229
13,557
12,3544
11,6144
12,7094
12,396
12,9233
12,5348
11,9381
11,9798
11,6421
11,7392
11,2536
11,545
11,1333
11,2073
11,1472
11,7115
11,2813
11,0824
11,8641
11,9613
11,2998
10,924
22,29
22,39
22,59
22,4
22,45
22,31
22,55
22,539
22,7699
23,52
24,221
23,92
24
24,12
23,8
23,99
24,04
23,82
23,35
23,26
23,49
22,84
23,26
22,56
22,1725
21,51
21,31
22,55
22,28
23,09
22,5
21,89
22,02
21,43
21,6
20,79
20,9075
20,67
20,85
20,7
21,76
21,42
21,18
21,81
21,9
20,945
20,3075
8/6/2010
9/6/2010
10/6/2010
11/6/2010
06/14/2010
06/15/2010
06/16/2010
06/17/2010
06/18/2010
06/21/2010
06/22/2010
06/23/2010
06/24/2010
06/25/2010
06/28/2010
06/29/2010
06/30/2010
1/7/2010
2/7/2010
6/7/2010
7/7/2010
8/7/2010
9/7/2010
12/7/2010
07/13/2010
07/14/2010
07/15/2010
07/16/2010
07/19/2010
07/20/2010
07/21/2010
07/22/2010
07/23/2010
07/26/2010
07/27/2010
07/28/2010
07/29/2010
07/30/2010
2/8/2010
3/8/2010
4/8/2010
5/8/2010
6/8/2010
9/8/2010
10/8/2010
11/8/2010
12/8/2010
35,6186
34,7428
35,7871
36,2157
36,3257
37,0986
38,1786
38,8386
39,1534
38,5957
39,1214
38,71
38,4286
38,1
38,3286
36,5957
35,9328
35,4971
35,2771
35,5186
36,9521
36,87
37,0886
36,755
35,9711
36,1038
35,9214
35,7
35,0828
35,9843
36,32
37,0034
37,1343
37,04
37,7257
37,28
36,8728
36,75
37,4071
37,4186
37,5686
37,3857
37,1558
37,3928
37,0586
35,7414
35,97
11,2212
11,0038
11,508
11,8271
11,6837
12,1925
12,2064
12,3128
12,1925
11,9751
11,6329
11,6884
11,2258
11,2397
11,3091
10,4904
10,0186
9,8382
9,8012
9,9677
10,7957
11,0362
10,9298
11,1287
11,6329
11,8965
11,9335
11,3692
11,5912
11,5589
11,0362
11,3091
11,3461
11,5404
12,0029
11,7994
11,4663
11,2952
11,9983
11,9058
11,6329
11,4386
11,4155
9,7041
9,5792
8,8576
8,5662
20,18
19,93
20,55
20,64
20,89
21,48
21,489
21,52
21,4
21,19
20,98
20,81
20,32
20,0325
20,36
19,79
19,45
19,25
19,2
19,481
20,1425
20,1
20,24
20,57
21,01
21,36
21,51
21,02
21,59
21,65
21,26
21,78
21,69
21,71
21,58
21,33
21,03
20,6
21,15
20,87
20,73
20,67
20,65
20,65
19,82
19,425
19,45
08/13/2010
08/16/2010
08/17/2010
08/18/2010
08/19/2010
08/20/2010
08/23/2010
08/24/2010
08/25/2010
08/26/2010
08/27/2010
08/30/2010
08/31/2010
1/9/2010
2/9/2010
3/9/2010
7/9/2010
8/9/2010
9/9/2010
10/9/2010
09/13/2010
09/14/2010
09/15/2010
09/16/2010
09/17/2010
09/20/2010
09/21/2010
09/22/2010
09/23/2010
09/24/2010
09/27/2010
09/28/2010
09/29/2010
09/30/2010
1/10/2010
4/10/2010
5/10/2010
6/10/2010
7/10/2010
8/10/2010
11/10/2010
12/10/2010
10/13/2010
10/14/2010
10/15/2010
10/18/2…
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