+1(978)310-4246 credencewriters@gmail.com
Select Page

Please use the data attached. The data set includes information on wages, education, parentsâ€™
education, and several other variables for 1,230 working men in 1991.
You have the following variables given:
wage
hourly wage, 1991
abil
ability measure, not standardized
educ
exper
potential experience
motheduc
fatheduc
1. Estimate the regression model
ð‘’ð‘‘ð‘¢ð‘ = ð›½0 + ð›½1 ð‘šð‘œð‘¡â„Žð‘’ð‘‘ð‘¢ð‘ + ð›½2 ð‘“ð‘Žð‘¡â„Žð‘’ð‘‘ð‘¢ð‘ + ð‘¢
using OLS and report the results in the usual form. How much sample variation in educ is
explained by parentsâ€™ education? Interpret the coefficient on motheduc.
2. Add the variable abil (a measure of cognitive ability) to the regression, and report the
results in equation form. Does â€œabilityâ€ help to explain variations in education, even after
controlling for parentsâ€™ education? Explain.
3. Please find the model that explains the dependent variable (educ) best. How do you
a) Please interpret the marginal effect associated with the exogenous variables in your
baseline model (model identified in part a)
b) Analyze the residual plots of your baseline model. Are there any indications of
c) Analyze the residual plots of your baseline model. Are there any indications of
d) Re-estimate your baseline model using heteroscedasticity and autocorrelation robust
errors. Do your coefficients and standard errors change? Why or why not? Please
interpret the marginal effects for each statistically significant coefficient.
e) Please describe briefly how an estimation of a linear relationship between 2 variables
is affected if you ignore a heteroscedasticity problem in an estimated regression
wage
abil
educ
12.01923 5.027738
8.912656 2.03717
15.51433 2.475895
13.33333 3.60924
11.07011 2.636546
17.48252 3.474334
21.09705 -1.76481
11.6671
-0.1336
16.96113 2.072431
11.53846 -0.33846
14.81481 1.38071
20.69917 3.412799
28.68369 4.365496
12.5 1.090446
35.87115 5.082784
23.40322 2.129054
16.64145 3.469769
16.0451 4.268983
12.01923 2.417693
8.534851 3.125001
16.15385 4.236644
14.4609 5.316357
19.77612 2.63304
13.99491 3.046665
17.92453 2.57083
11.05769 1.112235
7.960199 1.088529
12.73585 3.54264
12.23092
-0.0317
19.74026 1.890898
23.68421 4.802668
17.82178 3.646205
11.34454 3.609689
13.1291 3.786006
15.69966 1.759616
7.591093 2.10501
11.38747 1.548639
14.95163 2.905734
22.43437 2.492563
15.57789 2.936283
24.80916 4.194712
13.12649 5.898935
13.91304 2.87161
12 -0.78823
60.89457 3.286462
12.8626 3.255798
10.52632 -1.92598
12.84797 2.321783
16.96676 2.813435
15.02732 4.559115
67.07992 2.757675
exper
15
13
15
15
13
18
13
12
13
12
12
12
17
13
17
16
16
15
15
20
14
15
13
16
11
12
11
12
12
9
16
14
13
15
11
12
14
18
16
14
17
17
16
12
15
14
8
15
12
15
15
9
8
11
6
15
8
13
14
9
9
13
14
4
8
7
10
10
9
8
6
11
8
13
8
12
8
11
10
13
12
7
8
10
8
13
8
6
3
11
6
8
3
5
14
12
10
14
7
12
7
12
mothereducfathereduc
12
12
12
10
12
16
12
12
12
15
12
12
13
12
12
12
10
12
14
12
9
10
12
16
17
16
16
16
16
18
5
4
10
6
12
9
11
9
11
8
10
12
16
12
14
15
13
14
9
12
9
12
12
12
12
12
12
14
12
12
16
17
16
18
10
12
13
12
12
12
12
12
12
12
16
17
12
12
12
12
10
16
20
16
16
17
12
12
13
20
16
16
9
10
12
12
12
16
12
16
12
12
8.413462
4.864636
5.764967
4.637437
18.26923
11.48148
16
11.07438
6.134969
7.698888
9.163803
16.34615
10.17699
12.32394
27.45098
14.42308
4.807693
14.95726
17.79514
18.69159
14.42308
9.615385
9.134615
8.576923
7.804878
21.22642
19.71154
13.97098
54.60994
13.18102
8.774495
15.86539
52.1327
23.09278
5.812937
12.5182
14.73297
5.249344
16.72241
12.9056
9.202424
15.10791
22.33624
13.46154
15.30398
13.61796
18.32994
12.31127
7.075472
4.573171
13.44086
11.08825
0.789738
2.151329
0.550226
-0.37802
3.52669
2.178751
4.1021
2.354122
-1.86952
-0.70818
2.466771
5.17607
4.189257
1.497999
3.038453
2.498198
0.573821
2.009659
3.386478
0.401078
-1.1187
1.047658
-0.98398
3.94461
-1.03992
2.825982
5.719028
1.355053
1.037915
1.243352
2.370963
1.781278
0.518007
2.95704
-2.74113
3.80187
2.316601
-2.22682
4.517169
3.937986
-3.78465
4.534225
3.591137
2.896326
-0.03301
2.007605
3.928478
5.000688
-4.11847
-3.48926
2.415614
-0.22204
15
13
12
10
14
12
16
19
8
11
12
14
16
12
15
13
12
12
18
12
12
11
11
15
12
12
15
15
12
15
12
11
15
15
12
15
14
11
12
12
7
12
16
12
12
12
19
19
12
12
12
12
5
10
8
13
7
14
5
7
15
9
14
10
6
11
10
12
13
10
5
14
12
10
10
10
9
13
7
8
15
7
8
11
12
12
15
10
7
13
13
10
21
12
11
12
13
12
8
7
14
12
9
11
12
10
10
9
12
12
12
13
16
8
12
12
12
12
12
12
16
12
13
12
12
11
12
12
12
12
12
12
12
12
12
12
12
12
12
14
14
4
11
11
12
12
16
12
14
12
16
16
12
12
8
7
8
14
15
9
12
12
12
8
8
12
12
18
8
12
18
12
13
14
13
12
8
10
12
18
12
10
16
8
12
12
12
12
13
12
13
14
14
4
12
12
10
12
16
12
11
16
20
20
12
11
8
12
13.54167
13.0597
8.653846
9.620523
7.692307
10.83916
22.72727
14.74654
17.78846
4.977731
12.59842
13.67521
2.625
7.620367
15.38461
44.3459
14.08451
11.05769
6.990291
17.12329
15.65295
14.56311
17.31419
8.950086
24.39818
1.829268
4.807693
7.211538
9.384164
10.88534
8
10.24025
27.40385
19.11111
4.40367
9.052925
8.984375
17.0068
3.755868
5.691057
9.275619
11.53846
12.98077
15.29412
9.523809
7.936508
10.29412
15.69678
35.29412
11.53846
11.25
9.072165
1.93424
-2.27271
4.498102
4.142873
-3.45288
0.353605
1.44702
2.829643
4.421232
2.313246
3.349177
4.052535
-2.55189
2.637522
1.690285
3.875353
3.43554
1.31293
-1.25558
1.239603
2.125832
2.655087
3.74451
-0.52819
-1.05547
1.057115
-3.18261
-0.82273
-1.18125
-0.51114
1.569533
4.430475
3.249971
4.574099
1.235797
1.614712
-0.82579
0.579591
3.77603
5.994742
2.317609
1.43026
3.877995
3.973776
3.060999
-1.72966
1.931529
2.390199
2.914598
-1.04986
0.598723
-3.46485
12
12
14
15
12
12
16
15
15
12
13
15
10
12
17
18
17
12
11
12
14
12
12
12
12
9
10
10
12
11
12
16
15
16
12
17
13
12
12
12
12
17
18
12
12
13
15
12
12
12
12
12
11
9
9
5
9
8
10
10
8
13
12
11
13
9
10
9
8
16
12
9
10
8
12
13
13
11
11
12
13
16
11
7
12
8
13
6
13
12
12
8
8
7
10
14
15
13
8
10
8
9
10
10
12
12
16
14
12
12
12
15
12
12
12
12
8
12
12
16
16
12
12
12
12
12
16
12
11
9
8
8
12
9
12
12
12
12
12
12
12
12
12
12
12
14
12
12
12
6
16
11
11
16
16
9
12
9
14
16
12
12
14
14
18
12
12
12
6
12
12
16
16
10
10
14
18
12
12
12
11
10
7
8
12
16
16
16
12
16
18
13
12
12
12
12
16
16
16
12
15
12
16
12
14
16
12
9
17.22533
7.336757
12.01923
5.608974
23.11896
14.50314
21.75732
14.58333
15.38461
12.06226
9.082338
8.413462
23.77404
1.25
17.55196
8.888889
14.42308
3.77907
2.112676
13.88889
7.459208
7.114625
7.075472
5.15873
5.294117
13.99632
8.302583
9.437387
35.42435
15.86539
15.95139
20.30457
7.407407
20.33898
21.2674
9.134615
9.748427
10.1922
4.895561
15.20913
12.47578
10.20036
13.85261
18.02198
9.32971
9.448819
10.76923
22.1219
23.07692
6.837607
9.134615
16.32302
-1.77537
-1.99813
-1.94826
3.427082
4.189647
2.595268
3.923822
4.428095
0.808821
2.939292
4.112227
3.436007
-0.73961
0.565146
3.374138
3.499125
-1.7721
-2.45874
0.263375
0.936336
0.358015
2.033818
0.319007
-0.44931
0.211472
2.272925
-2.76714
0.571532
2.342438
2.584257
1.659991
1.950166
0.569363
-1.31071
0.035848
-2.30944
0.851644
1.482138
0.941145
5.275455
3.971043
3.934991
3.084692
4.32687
1.449399
-1.17131
-1.50599
3.72859
4.042687
3.575964
2.135956
3.032691
8
8
10
20
15
12
16
17
12
16
13
12
12
12
16
12
12
9
8
13
10
15
12
11
10
12
12
11
12
14
12
12
11
12
15
9
12
12
14
15
15
15
12
15
12
12
12
15
18
20
12
15
15
13
13
6
8
12
12
8
14
6
8
12
13
10
5
12
16
15
16
10
14
11
11
9
16
13
14
15
14
10
15
13
9
11
6
13
12
13
10
8
7
5
9
9
9
11
11
7
9
5
13
5
10
10
13
12
12
12
17
16
12
12
12
11
12
12
12
10
3
12
12
11
9
9
8
12
12
12
8
11
12
12
12
12
12
13
13
12
12
12
10
12
12
12
12
11
12
11
12
12
12
12
16
12
10
10
14
14
14
18
17
13
16
16
10
8
12
12
12
14
12
12
12
10
9
6
8
9
10
12
6
12
12
12
12
12
8
14
14
12
12
14
12
13
13
13
11
12
12
6
12
12
12
13
17
14
38.7538
6.65236
7.075472
6.401138
26.92308
4.177546
8.109262
15.1671
8.552631
8.604206
12.90123
12.11539
8.29646
16.21074
11.48754
13.33333
10.09615
11.20448
19.33665
13.75546
4.193671
10.2529
7.118928
9.23913
17.17742
7.862903
20.19231
17.3449
24.1652
8.620689
24.24242
20.76125
10.07092
7.0609
15.66069
16.34615
7.692307
11.15385
42.33302
23.32362
22.74837
12.7193
11.17021
9.134615
20.08928
13.47305
4.398827
9.134615
30.09259
18.21946
13.46154
6.153846
-1.3009
-0.29908
-1.0319
0.306075
3.353253
0.239097
1.846734
1.859035
3.010865
0.782142
0.911746
2.177209
2.2297
4.47736
4.073317
3.678176
2.724484
-0.45769
4.435529
2.07471
2.21738
2.879605
3.120147
0.179358
4.018058
-0.9146
1.764937
4.0001
3.791395
4.241092
0.773531
4.738628
1.466474
3.740263
0.880578
2.624413
1.994858
-0.42599
4.099738
4.675533
4.703392
2.148189
3.853446
4.424689
-0.4676
3.510706
0.969325
1.577513
1.256415
3.917685
1.121008
-2.5337
12
14
12
15
16
12
12
12
12
12
17
12
9
15
17
15
15
12
17
12
15
15
15
12
15
12
12
15
15
14
13
17
16
15
12
12
12
12
14
15
15
12
12
12
15
15
12
12
12
15
12
12
15
9
11
10
9
9
11
13
11
13
5
13
11
9
6
9
7
14
9
12
12
7
8
13
7
8
12
8
12
8
13
8
10
7
9
14
9
11
11
9
7
13
10
9
11
10
12
8
15
5
10
10
12
12
12
16
12
13
12
13
11
14
12
12
12
16
16
16
16
14
12
12
11
13
12
12
12
12
10
12
12
12
12
12
12
12
12
12
12
12
15
15
15
12
12
11
12
12
12
12
12
10
12
8
12
12
16
16
16
11
11
12
12
16
16
16
13
17
17
16
16
14
14
14
10
16
12
12
12
12
11
13
14
12
12
12
12
12
12
12
12
12
16
16
16
12
12
12
20
16
15
12
11
12
12
8
6.25
15.40719
12.63264
5.288462
12.87726
28.74252
12.69451
10.3321
6.428571
18.26923
13.94231
11.54734
12.03883
9.134615
12.20044
7.287449
8.053691
8.236101
79.43263
15.625
8.653846
11.01322
30.30303
16.47834
9.488449
14.90385
5.731754
4.326923
19.23077
8.264462
8.173077
1.592357
16.05351
8.064516
9.153318
11.07011
12.53602
11.96302
6.802721
15.38461
9.057971
28.0112
3.586207
7.011866
1.824818
5.769231
14.38202
11.00917
4.601933
8.990385
10.57692
16.82692
4.551509
3.171292
-3.86694
-2.1599
4.364584
4.295691
2.846088
3.673685
0.650341
3.994273
2.687243
2.68583
2.345575
0.624853
0.798971
-2.10289
2.257082
1.646493
2.018142
1.291923
2.278732
-2.96027
0.860335
4.484144
1.79256
-0.55789
4.2078
-3.92054
-1.10714
1.769558
-1.34536
0.007569
-2.14116
0.369481
0.871557
1.612364
1.003614
2.439168
-0.80885
3.693538
1.306094
3.37078
-4.91838
-3.02101
-0.97967
-3.23546
1.627817
-1.18581
-0.36994
1.433774
-2.60556
1.547025
14
15
8
12
16
17
15
16
12
12
12
13
12
10
12
11
14
13
15
12
10
15
12
15
15
13
15
8
12
11
13
9
9
12
11
13
15
15
8
13
12
15
12
8
11
9
12
12
12
12
12
13
6
11
13
8
7
5
6
9
13
14
15
10
12
17
14
16
13
11
12
16
11
8
10
10
5
13
7
14
11
15
9
11
16
12
13
10
12
5
19
14
12
11
13
19
16
16
14
10
9
9
16
11
9
16
12
12
8
12
12
12
10
12
12
16
8
8
12
12
16
16
14
12
13
12
12
14
12
14
12
10
12
11
13
12
12
12
12
12
11
14
6
11
8
12
8
6
11
9
10
11
11
12
12
12
8
16
16
9
12
12
12
16
14
12
12
16
12
5
9
7
16
16
16
16
12
18
14
11
18
9
12
12
13
11
12
12
12
12
12
12
11
17
3
11
14
8
0
9
4
3
12
12
12
12
12
12
23.10924
17.30769
7.445323
13.39764
5.665025
11.23596
10.98131
12.5
4.278846
5.387572
16.16815
17.34234
1.023529
8.371616
8.333333
9.257951
20
14.85944
32.14286
17.68868
4.674797
17.78846
6.936416
11.21495
6.555944
5.835962
13.87755
8.75
12.76837
5.219207
17.43119
9.519231
13.78205
16.34615
13
10.71429
27.91347
21.95122
5.813953
5.882353
9.011495
61.95745
54.60994
19.23077
15.38461
7.450331
8.679245
18.04577
8.605769
12.0075
11.57025
33.33333
2.608145
2.983861
2.939816
3.430274
2.001849
3.164538
0.749002
-0.66957
-0.79403
3.344923
0.771173
1.18698
-4.11835
0.613327
0.424292
4.200429
2.145633
4.155759
-0.59952
4.885482
3.822263
4.353277
3.295461
1.560619
3.863326
1.141238
2.050756
3.921175
3.519193
-0.32807
4.616819
4.247675
4.010229
-0.52714
-0.01534
0.75743
1.165591
1.605593
2.866234
1.609997
2.133853
2.775396
3.446674
2.159045
5.461836
1.354732
3.805242
5.689522
1.751891
0.956888
0.751831
2.832816
14
15
15
15
12
12
12
12
9
12
15
15
10
10
12
17
13
15
12
16
12
13
17
11
13
11
12
14
12
12
18
17
15
10
12
12
12
12
12
13
12
16
15
16
15
9
14
16
12
12
12
15
12
6
9
8
12
14
9
15
11
10
12
9
13
17
15
6
15
9
13
6
13
7
9
11
14
14
13
10
10
10
7
4
8
12
11
9
15
8
11
7
11
8
12
10
6
11
7
5
10
10
10
12
12
14
12
12
11
12
12
8
9
12
10
10
6
10
12
13
12
12
6
16
12
14
13
12
12
12
12
12
12
12
15
13
12
12
11
11
12
12
12
12
12
12
12
14
16
16
12
12
12
12
16
12
12
20
16
16
11
16
10
8
12
14
20
20
4
10
7
17
10
12
9
16
19
16
12
11
16
13
14
14
14
14
8
14
15
12
11
11
10
12
12
12
12
8
12
18
14
14
12
16
12
12
16
14
14.42308
19.40706
9.712838
15.86539
15.53254
13.02932
10.09615
12.67159
8.888889
11.11111
4.237288
20.49427
15.38461
11.67883
4.394939
2.030457
6.722689
28.84615
1.644144
11.95402
4.897959
15.97633
4.310345
4.778846
9.252669
22.00261
56
9
8.653846
11.73512
9.134233
5.769231
11.65791
3.556853
5.288462
5.836576
7
9.574468
17.09402
7.692307
13.46154
18.42105
8.031552
17.89709
12.01923
12.01923
14.81481
10.62925
8.928572
8.204412
12.45529
16.02564
2.561262
5.545694
1.859971
2.638179
0.447032
0.575457
0.680762
3.054833
0.859246
2.605501
-0.85434
1.887446
4.310818
1.774927
0.29072
-1.2719
3.666187
1.433428
-2.79013
3.123209
3.279637
3.099788
-0.18145
4.23855
1.802781
4.080197
3.105009
3.551937
2.195612
0.287516
4.371116
-1.13052
1.532009
-3.29277
1.042725
-1.59204
1.254746
1.506882
3.658343
-1.27689
0.150042
2.281181
3.316141
2.195858
-3.34825
3.242872
2.818164
-0.87165
3.549903
1.19677
0.172628
2.96449
10
16
12
11
15
13
12
15
15
12
10
13
18
12
8
10
12
14
12
12
12
12
12
12
12
16
18
16
12
12
12
12
12
12
12
12
12
13
13
12
12
12
18
12
12
13
12
12
12
12
13
12
10
5
10
11
7
10
12
11
11
9
13
11
9
9
12
11
10
12
13
8
11
11
11
9
12
11
9
5
15
14
10
9
11
12
10
9
12
9
12
14
14
14
9
12
13
12
15
15
9
10
7
15
12
18
12
13
18
12
12
17
16
12
12
14
15
13
12
12
14
11
12
12
13
12
12
12
12
14
16
12
18
12
10
8
12
8
8
8
12
12
12
10
11
12
16
12
12
13
12
12
12
12
12
12
12
18
8
13
14
12
12
20
16
12
12
12
16
20
12
10
20
11
14
12
15
12
14
16
12
16
16
13
20
12
12
8
12
9
9
9
12
14
12
9
11
12
16
12
12
13
17
8
12
12
12
10
4.909091
3.75
4.599816
8.566533
4
8.99654
5.792125
13.98601
11.37821
22.42152
8.008008
4.464286
8.136095
7.639257
8.888889
14.45221
6.756757
5.392157
6.00781
9.61183
22.11539
7.462687
11.56195
8.653846
15.38461
12.52234
42.78075
20.59829
5.079365
7.408863
12.3476
20.28869
16.20085
13.63506
11.7125
9.855769
7.723577
10.57692
6.25
28.73563
8.833333
9.615385
15.81197
7.591837
6.25
6.560773
22.70299
6.973958
8.894231
13.71877
24.51923
18.33962
1.16373
-1.54474
-1.90737
-0.67179
1.676199
1.502292
-4.67155
1.256148
4.611488
3.421192
2.331033
-2.7233
2.318096
0.561839
-0.87556
4.612123
2.301214
-3.71716
-0.49783
2.156143
4.674943
2.589753
2.555838
0.608151
4.773034
1.716254
1.577286
2.391718
2.053737
-0.00176
1.813796
2.209221
-0.33503
-0.00296
4.820545
1.435404
-3.47952
1.327745
0.437091
0.634361
3.475097
2.468759
0.631401
0.126079
-1.98723
2.07952
4.739634
4.640319
1.132934
2.54978
3.945472
4.466293
12
12
9
12
12
12
11
15
14
18
12
12
12
12
12
15
12
11
12
12
17
14
17
12
16
12
16
12
12
12
11
12
15
12
12
12
11
12
11
12
15
12
13
12
8
12
16
15
12
15
16
16
12
13
13
9
15
12
11
7
9
9
12
8
12
8
8
10
12
10
8
9
6
9
10
8
9
14
8
15
14
14
13
15
12
13
15
14
14
15
16
14
9
12
12
15
19
12
11
12
13
12
10
7
12
17
12
12
9
12
12
16
12
16
12
7
12
12
12
17
11
12
12
12
13
12
6
13
10
12
12
10
11
12
12
12
12
12
12
12
10
12
11
12
14
12
12
10
12
14
12
12
15
18
16
16
12
17
4
3
12
12
12
12
12
18
14
8
9
11
12
20
11
14
15
12
17
12
13
8
12
12
12
12
11
12
12
12
12
12
10
12
10
12
6
10
14
11
12
11
6
9
10
18
12
16
16
16
1.877682
11.05769
20
12.71503
5.42571
11.1532
8
11.67883
14.03181
6.730769
14.85569
8.695652
14.42308
18.3908
11.03231
10.46901
10.57692
10.17115
4.180602
2.392344
9.285714
12.7193
12.72578
15.86539
15.76763
12.9199
4.901923
21.63461
10.41667
7.837838
4.644682
12.09677
8.826125
8.908686
10.55743
5.732408
5.925926
6.232295
13.56875
11.45038
11.35903
1.927525
18.3121
7.211538
8.708273
4.803922
3.296703
2.144559
10.05366
13.02083
4.45576
12.29508
0.955009
-1.7088
4.590547
2.782503
-1.03984
1.815351
-0.51826
2.79487
2.39257
2.23879
-0.06835
2.906546
3.751399
-1.93028
1.337225
2.025904
-0.36307
2.09653
1.03112
2.29443
0.449157
1.740025
-0.54043
-0.5419
4.42769
0.199457
1.632355
5.284061
3.507412
0.472339
2.014192
5.01182
4.403708
2.771295
2.79181
-0.98405
0.796313
1.471273
4.75353
2.242063
1.923339
3.810174
-1.07641
1.991148
2.203011
0.456941
1.39177
4.029147
1.559833
3.397067
-1.54461
3.612122
12
9
14
12
9
9
9
14
14
15
10
12
12
12
10
12
12
12
11
10
12
12
12
12
12
13
12
20
12
12
12
14
12
13
16
8
12
12
13
13
12
15
12
12
12
12
11
14
12
12
8
12
15
14
12
16
12
16
15
12
8
10
14
15
12
10
12
8
10
8
13
13
15
10
16
14
11
15
14
4
13
15
13
13
12
13
8
18
15
12
13
15
14
9
15
14
13
8
13
13
11
10
12
14
12
9
12
10
8
15
10
10
12
16
9
12
12
12
12
12
11
11
12
12
12
12
12
16
12
12
12
16
12
12
12
14
15
12
12
12
12
10
14
12
12
12
12
12
12
8
12
12
8
12
8
10
12
9
12
9
8
13
12
12
12
13
7
10
12
12
12
10
12
12
12
12
12
10
12
12
15
12
9
18
12
12
6
12
13
12
12
15
12
12
17
12
12
12
12
12
12
8
12
9
8
12
2
12
25.48077
8.661417
4.375
10.59696
23.49039
11.21795
6.395349
22.61905
8
5.516667
12.5
9.340659
11.83432
21.63461
12.01923
12.01923
4.363636
9.615385
3.633218
12.01923
18.18182
20.87912
12.72727
4.815409
11.53846
15.71429
16.38151
14.69353
26.64298
11.95652
19.58042
12.01923
12.0155
27.65705
19.5122
12.29688
7.814208
12.5
15.8244
13.24393
11.8838
12.5
13.67521
17.95841
19.38611
12.39926
19.04762
9.347826
17.06685
16.17251
11.05845
20.47448
2.021104
2.82621
3.881803
4.112073
4.879282
3.326649
0.719663
1.331188
1.725609
-2.44596
3.124623
-2.09148
3.342044
-1.65911
2.291139
2.740059
1.21689
-0.30898
4.859405
3.509562
1.731742
4.897962
0.401915
3.292352
3.39161
6.263742
1.720268
3.940967
5.237422
1.175396
3.848412
3.852825
4.429811
3.947143
4.801205
4.589003
2.735733
1.000006
0.016973
1.327434
2.50396
0.999091
3.621453
2.930066
3.252471
2.06251
3.286566
0.768912
-3.27235
1.979797
2.808683
2.843991
13
13
12
16
15
20
12
12
12
9
14
12
15
12
11
12
8
10
15
13
13
17
12
12
15
16
15
15
18
15
17
15
18
15
16
19
17
12
12
12
10
12
11
14
15
12
15
10
13
15
14
15
13
13
12
8
10
6
13
15
14
18
13
12
10
12
10
13
19
11
8
13
15
4
15
10
6
5
12
8
7
5
6
7
5
8
6
8
8
11
8
12
12
9
13
9
12
11
6
12
7
7
6
8
12
11
12
12
15
18
11
11
11
11
4
9
12
7
14
12
7
12
12
12
16
16
12
12
12
14
15
15
16
16
16
16
16
17
16
16
10
12
12
12
12
12
17
16
18
12
15
7
12
14
14
12
10
12
12
12
15
19
5
4
12
5
7
9
12
12
8
11
9
11
8
10
13
20
12
13
13
15
16
16
17
18
17
16
16
17
17
14
8
12
14
12
12
12
12
12
20
14
19
12
7
16
16
16
6.222222
6.872852
5.240793
13.83764
15.69507
11.59875
6.919414
35.32609
19.88636
20.33272
9.077879
11.21657
15.81197
19.23077
8.341827
10.91445
8.979206
26.21723
17.78846
12.98077
3.690037
15.86539
8.997955
12.71186
10.23587
19.84733
25.48077
11.05769
25.34287
7.524272
16.82692
22.59615
5.571031
10.99366
22.98851
21.39423
18.17308
18.59679
14.75827
3.544166
9.375
4.782146
11.51079
54.60994
73.37769
18.31502
30.35559
19.23077
81.9149
14
55.40911
18.15039
1.771777
-0.34113
4.086502
1.698632
0.869596
3.883094
0.711322
5.503091
5.039571
3.426268
2.932952
3.500802
2.532035
3.283334
2.522619
1.795552
0.932681
0.76521
0.519909
2.290261
-3.39921
2.45455
-1.95295
4.41265
-1.63059
-1.85979
4.048378
1.498101
3.594947
4.4086
-1.05482
1.280386
-1.97044
2.186536
3.625654
2.743769
-0.10525
1.397144
4.552005
0.998875
1.79087
0.604173
4.470508
4.090394
4.282351
4.991538
2.818702
2.7003
3.205986
2.371774
5.233799
3.161094
14
10
14
11
11
20
13
15
14
16
12
13
12
15
15
17
15
13
12
12
8
12
12
12
12
13
15
14
15
14
12
12
12
12
20
17
12
13
15
12
14
14
15
15
17
20
20
17
18
15
19
12
8
11
8
10
12
7
9
9
6
8
13
13
14
8
5
6
12
10
14
12
17
14
9
10
15
12
12
12
9
11
15
16
10
11
5
9
14
13
8
9
10
7
8
10
5
6
4
10
9
9
6
12
16
12
12
12
12
16
12
13
13
12
15
12
11
12
14
12
12
16
12
11
11
12
12
8
12
12
16
12
11
12
12
9
12
12
14
12
12
12
12
12
14
14
14
17
16
16
16
12
16
16
15
12
16
12
12
14
12
12
12
18
18
12
10
12
11
12
14
12
12
14
15
11
8
12
8
8
12
12
16
12
12
10
12
11
12
12
18
12
12
12
14
12
20
20
16
16
20
20
20
19
16
16
7
12
8.527132
7.174666
12.68882
8.605769
7.079646
10.73345
17.85714
7.596685
8.96861
9.820192
14.77636
13.91304
32.34043
9.602649
12.01923
8.437271
7.570296
11.44165
22.00489
8.911819
26.92308
8.032128
18.60465
22.41036
24.03846
8.748573
15.13718
11.81376
12.17391
19.60784
9.504132
5.196305
4.892368
13.75
12.59947
11.3071
11.73798
14.97006
22.59615
10.16393
14.36266
12.7582
16.787
14.67748
15.29637
11.49425
21.63461
9.433962
20.08547
13.70192
11.05769
2.330097
-0.01723
2.60916
3.594704
-0.26801
1.378433
0.976784
2.325718
3.003588
2.288876
2.135983
3.016752
3.547518
2.762037
0.121761
1.200374
2.418717
1.662283
1.716312
4.84971
3.641176
3.794152
-2.33724
3.831033
3.694774
3.296454
1.893183
3.02338
-1.04522
1.121499
-1.39763
-1.30051
0.510175
0.400793
2.395024
1.989805
2.688474
5.177561
3.496176
2.783048
3.498971
2.915625
2.141221
2.041121
2.040502
-0.01491
0.941516
5.076578
2.750761
2.754092
4.212347
-1.35899
-2.54896
11
12
12
8
12
12
12
12
12
12
14
12
17
10
12
12
12
12
12
13
15
8
15
16
17
9
11
13
10
12
12
14
18
14
12
17
14
12
15
12
12
15
12
12
12
12
15
15
16
12
11
10
12
12
13
18
10
15
11
9
9
15
9
10
9
11
15
12
12
10
12
14
9
13
9
11
7
15
13
7
13
9
12
8
2
11
10
7
10
11
7
9
14
7
10
15
12
12
7
10
11
9
12
14
12
12
12
10
10
12
12
12
12
12
12
12
15
9
12
12
12
12
12
14
12
11
12
12
12
16
5
5
12
12
13
13
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
16
13
6
6
11
12
12
8
8
11
10
12
12
16
16
16
16
12
8
10
8
8
20
16
11
10
14
12
12
11
8
12
16
12
14
14
18
18
11
12
12
12
12
12
19
8
11
12
12
12
12
12
17
12
6
4
15.25424
7.54717
16.82692
7.606264
16.48805
13.94052
7.560684
13.48921
18.51852
22.31237
20.61495
26.28062
14.42308
10.84011
8.77193
11.03448
15.86539
19.17808
19.18803
16.15385
16.34615
7.263123
11.29032
10.15326
12.1995
25.4717
10.9375
30.76923
10.96122
3.831508
7.692307
12.01923
8.041958
12.62019
9.565217
12.24036
5.769231
16.82692
6.102212
10.06192
25.48077
15.41502
24.03846
13.70192
6.521739
13.62179
6.976744
22.5052
13.00813
15.66782
10.38724
16.02564
0.521512
-0.51221
1.770423
1.199419
4.202961
3.906719
3.407049
1.170689
-0.45424
1.62768
0.186958
-0.90073
1.858021
0.781676
-2.60191
1.299661
2.453815
0.50283
0.964551
2.804419
3.855217
0.941492
-0.36877
-1.20975
0.07512
1.431937
4.410509
4.441337
2.673222
3.61918
3.949184
-3.12404
-1.84342
-1.31971
3.309341
0.307711
-2.08582
1.935397
1.743508
3.248561
2.653928
3.931115
4.382967
3.391479
3.378213
2.440849
4.764368
2.908901
4.035484
1.355281
1.168016
0.144171
12
12
13
15
15
15
15
12
12
15
12
12
12
12
9
13
12
12
12
12
12
12
12
16
13
13
15
13
12
12
12
12
12
12
12
12
9
12
12
12
15
17
15
14
18
12
13
12
11
12
12
12
9
8
9
6
8
5
11
13
10
9
10
10
14
9
11
10
15
15
16
15
10
11
9
8
9
10
8
13
12
10
12
8
14
13
12
9
14
15
16
13
12
6
9
13
5
13
12
12
11
12
8
13
12
12
16
16
12
12
12
12
12
12
12
12
12
12
5
12
10
12
9
12
14
9
12
12
12
12
14
12
9
11
9
12
10
10
12
12
9
12
8
12
12
12
12
12
12
12
12
12
12
12
12
12
8
12
13
13
16
16
12
12
12
10
10
10
12
12
12
12
10
12
10
12
12
12
12
12
12
10
16
12
9
9
13
10
8
8
12
12
9
12
8
13
12
14
12
16
16
12
11
12
12
13
12
12
15.625
20.84767
9.972801
7.740385
7.408377
36.80556
6.366346
8.798077
7.138462
12.33974
64.15022
7
3.301887
61.28885
5.647945
4.254254
20.91503
11.52
22.48876
9.420631
15.38461
12.4533
31.25
13.16271
17.04036
25.20325
11.87845
12.98077
44.05286
17.36672
14.35512
10.76555
14.42308
3.595553
4.807693
7.345896
4.928132
20
7.534246
6.118421
7.284382
8.151009
14.61539
14.70588
7.5
13.11606
24.19355
11.17318
14.90385
13.56322
26.89076
11.87032
3.064914
2.374759
1.39911
4.277255
4.4284
2.100579
2.247434
-2.76763
-4.57241
4.482183
2.042867
-1.46605
-2.12963
-0.27211
2.294609
-3.65578
5.359103
5.357341
3.045233
1.947523
2.603361
2.730369
1.948172
2.107165
3.624949
0.931719
1.30909
1.269127
3.338229
3.596047
3.723485
2.277141
3.085365
2.367058
4.16734
5.531036
-0.27334
5.211646
3.062449
2.662269
3.007731
1.492704
5.291098
4.222446
5.006999
2.416193
2.347017
1.606445
4.035834
3.382336
0.184912
3.800656
12
12
12
12
10
15
12
12
12
15
17
10
9
12
15
11
18
20
15
16
15
15
15
15
17
9
11
13
15
12
15
12
12
10
12
12
8
15
15
12
12
9
17
12
11
12
11
12
16
12
12
17
14
16
10
10
11
11
11
15
13
7
10
12
11
14
7
13
6
2
13
4
9
7
11
10
6
13
15
14
11
12
8
16
14
14
9
9
12
8
9
14
10
12
5
9
10
13
9
15
10
8
14
7
12
11
9
13
12
11
12
12
12
12
16
12
12
9
12
8
14
20
16
16
12
16
16
16
20
14
12
12
12
12
16
5
11
11
11
12
12
12
12
12
12
12
12
12
12
11
12
12
15
15
12
18
8
12
9
12
9
15
10
9
9
11
18
11
11
12
7
5
16
20
16
16
16
14
18
16
20
14
10
12
12
12
18
5
9
14
12
19
10
11
12
12
12
12
18
10
8
12
10
10
14
17
12
18
6.355591
57.28782
8.741259
14.18182
3.376623
7.467949
8.653846
7.836538
9.302325
6.31579
6.923077
19.35096
13.42555
22.59615
9.713024
16.37308
12.74039
12.01923
25.87322
5.008013
12.10165
9.523809
7.317073
6.449012
18.4182
9.818182
5.094614
16.82692
23.48485
7.367073
26.92308
11.21795
10.57692
18.65385
11.1346
7.522115
31.5856
18.02885
6.811989
13.27477
18.18182
4.663212
9.462759
6.31579
6.471581
13.46154
7.751938
17.14579
21.63461
24.18155
7.551942
5.338078
2.996195
5.277752
4.921075
4.032985
4.115037
0.995235
1.714376
-0.00853
2.30022
0.608805
4.254527
2.108273
1.770497
3.393463
-0.0178
4.524404
5.147064
4.562548
4.736867
5.353204
3.42473
4.417848
3.418483
4.659421
4.832063
4.227926
-0.44588
3.06812
3.224427
2.505338
5.12265
4.487939
2.783283
4.187583
5.060088
3.815756
4.348052
4.382019
3.766876
5.534364
2.661043
-1.78736
2.493904
1.127919
2.1619
3.899828
0.573687
2.90544
4.851764
3.941546
1.377228
0.30958
15
20
15
15
15
12
11
12
12
9
13
12
12
18
12
15
17
15
18
19
17
17
14
19
15
16
14
15
14
13
15
15
11
16
15
15
19
16
15
15
17
11
12
15
12
16
12
14
17
15
12
12
7
5
8
5
5
13
10
13
8
11
11
14
8
5
11
6
7
6
3
2
8
5
12
3
8
5
11
12
11
8
7
5
10
5
7
8
8
5
11
6
6
13
12
6
10
4
12
8
5
9
9
14
16
16
12
12
16
9
11
12
12
12
15
12
12
14
12
12
12
12
14
12
12
12
10
18
18
16
14
13
13
13
12
12
14
17
12
12
14
15
12
12
16
12
13
16
12
16
12
12
14
16
12
12
18
18
12
18
19
10
12
12
12
12
13
10
12
19
12
12
13
13
18
14
12
16
12
18
15
15
20
18
18
12
17
17
16
14
16
12
16
16
12
12
16
16
20
16
16
18
11
10
11
17
8
10
9.375
14.42308
12.5
11.30491
7.352941
10.5042
9.88764
14.04715
15.67591
17.30769
9.732824
4.807693
12.42236
15.44692
18.95735
12.01923
16.11635
12.98701
12.19512
24.54874
8.653846
8.948545
1.102362
9.852217
14.7929
31.49606
4.901961
7.932693
5.357143
10.09615
8.653846
13.70192
11.42857
6.730769
6.25
6.730769
7.692307
10.71429
13.30882
10.11463
7.323107
20.04454
8.037825
14.90385
12.65823
3.937008
21.73913
10.46931
13.66743
7.596961
17.62712
10.57269
0.395379
2.374173
2.539531
-0.11469
-0.1018
-3.4767
3.696931
0.108371
2.636867
0.494864
-1.67927
-3.08414
2.448388
2.50315
4.187627
3.955591
4.017722
4.360232
1.413654
3.676512
4.090477
2.028693
-2.48676
3.315797
1.045063
2.555026
0.386332
1.310053
-3.03792
2.332951
-1.71098
3.669851
1.438578
2.444202
-3.16246
-3.50181
1.072689
-2.67463
-0.01315
-0.10214
0.42954
1.302239
1.395311
3.910789
3.374548
0.398714
-1.02722
1.822416
4.192024
0.34784
2.607452
0.985083
10
12
15
12
9
12
12
12
12
12
9
8
11
13
17
15
16
17
9
12
12
12
8
16
15
13
12
11
12
12
9
13
12
13
12
9
9
11
10
12
12
15
12
15
20
12
10
12
13
12
12
12
11
14
5
9
13
8
11
8
12
8
16
14
14
8
3
9
5
5
14
9
8
11
14
11
8
14
12
13
11
9
19
10
14
9
8
12
13
9
11
12
9
8
13
8
5
10
16
11
13
13
14
10
10
12
16
16
11
9
12
12
14
12
9
10
7
14
13
12
14
12
12
12
12
10
10
12
12
15
12
10
12
11
8
12
12
6
6
11
11
12
13
14
12
16
12
12
19
12
12
10
14
12
14
12
12
12
12
16
4
12
12
12
14
14
10
12
7
13
17
14
16
9
12
12
12
12
12
12
12
14
8
8
7
8
6
12
16
6
6
12
10
13
12
14
12
14
12
13
6
15
7
16
12
12
12
12
12.7
14.22925
14.42308
3.004808
3.793627
13.63636
7.692307
12.82051
13.84615
24.47552
12.63538
16.88488
14.90385
19.14894
3.214286
14.42308
11.25
7.09707
4.676259
11.39423
3.674312
6.979866
13.40782
5.3125
22.05882
18.13099
19.23077
5.274725
21.84874
11.85897
7.073386
10
67.30769
19.28471
12.50558
15.68627
24.03846
24.54545
4.411765
17.30769
15.04011
6.730769
14.13428
17.00368
16.36661
4.194261
12
5.494505
5.128205
5.604395
14.95726
9.230769
3.135793
1.640435
2.310802
1.896086
3.432107
-0.52873
-1.52116
2.467138
1.204311
3.388738
1.140856
4.257565
2.204875
4.384425
4.081058
2.427064
-2.69111
2.645752
0.990913
-0.8327
-5.46867
1.922901
2.7422
-2.80877
2.878214
3.581741
3.321259
4.073553
-1.92984
2.850706
4.871014
2.799255
2.379045
-0.15497
3.337371
1.711854
4.193917
2.312864
1.768624
0.012513
-2.46007
-1.37639
1.177322
2.786624
3.160087
-0.66969
1.581274
-0.90468
0.516526
-3.97823
1.196812
4.486663
13
13
14
8
13
6
8
12
14
15
12
15
15
14
12
10
14
15
11
11
12
12
11
8
12
15
15
12
12
13
17
12
12
11
16
15
15
11
12
12
14
10
12
13
19
10
12
13
7
10
16
13
10
10
9
18
14
19
14
13
7
6
12
7
6
9
8
16
9
9
11
14
14
10
9
12
14
12
13
12
13
14
5
11
15
16
7
7
11
9
14
12
14
12
10
13
2
14
9
9
13
13
11
8
16
9
15
12
12
10
6
12
9
12
12
12
12
12
12
12
12
14
12
11
12
16
13
14
17
12
10
8
12
12
16
16
12
12
16
12
16
13
16
14
12
16
12
12
12
9
9
7
7
12
16
13
14
11
15
10
15
12
5
12
12
15
18
12
12
16
12
12
11
11
10
11
10
16
12
12
12
12
8
7
15
20
12
17
12
12
16
12
0
9
16
12
16
14
12
16
12
14
13
13
13
16
18
20
12.7924
8.173077
9.659091
12.01923
2.112676
18.25726
11.05769
9.289618
23.07692
13.04348
16.00753
11.74497
5.263158
17.78846
15.31729
12.46494
8.704062
10.57692
23.07692
10.13513
13.61039
8.050315
9.927798
12.5
9.708738
17.30769
25.06266
6.618134
1.470588
16.77852
10.89744
19.46903
17.56866
8.183306
9.11271
18.19889
13.42593
6.641366
18.79699
7.895878
9.983361
13.46154
12.36264
17.30769
24.54545
29.4861
11.40512
19.60089
21.54858
24.10714
20.03205
20.67308
3.445815
3.464914
1.581062
1.633289
1.550938
3.716156
4.888575
-0.85319
1.272874
0.650445
3.751329
3.991864
2.828778
1.821223
3.836093
3.077042
0.471193
-0.24406
2.124245
3.835923
2.961006
3.928393
1.509227
-0.99574
4.300509
2.157118
4.742486
3.739086
-4.35499
2.415897
-0.27944
1.315839
0.777059
0.514479
1.145589
4.489942
2.807076
1.912947
2.236904
-0.94962
-5.34485
4.740629
2.692653
2.485309
3.818376
0.375093
2.610919
2.916632
2.81164
3.94481
1.862335
3.749703
13
14
15
12
12
16
14
16
11
12
15
15
14
12
12
12
13
12
12
12
9
12
12
12
15
15
19
11
9
12
12
12
12
14
12
15
13
16
15
14
12
12
12
13
16
15
15
14
12
13
13
12
13
6
9
10
15
8
12
7
17
12
6
11
7
11
11
12
12
12
9
11
11
8
11
16
11
11
5
12
11
11
8
10
13
10
12
9
10
7
9
6
15
11
12
9
9
7
6
10
13
8
12
8
15
16
12
12
15
15
10
12
12
12
12
12
12
10
12
12
12
12
9
12
8
13
13
12
15
14
12
12
10
8
12
13
12
12
11
12
16
8
12
12
10
12
12
12
16
12
14
13
12
10
11
12
16
12
12
12
16
18
8
12
12
12
8
7
12
12
12
11
13
12
11
12
13
8
12
12
20
16
10
12
10
8
10
15
12
16
10
16
20
8
12
16
9
12
12
16
16
16
12
14
16
15
16
14
10.36036
10.34173
26.08696
18.26923
18.80878
5.692307
2.98103
7.719298
3.311258
6.342105
9.868421
10.09615
8.333333
12.2093
10.77586
11.53846
8.318264
7.249879
13.08411
9.406355
19.46247
7.5
6.030702
2.613396
3.265306
10.55313
15.16503
11.53846
13.49765
8.124577
10.81731
10.70654
17.55137
6.666667
11.85567
12.53482
15.67091
24.03846
7.532957
15.38461
5.952381
5.39643
4.955401
30.43478
22.59615
7.932693
2.777778
19.71154
7.826476
1.373626
15.95298
6.666667
4.144054
-2.1549
0.464764
1.675981
3.798855
1.112777
1.485905
-1.46401
-0.79918
-1.61146
1.383306
-0.81422
-1.4088
2.67804
1.779292
0.419229
0.759053
2.193079
4.495556
2.355805
0.880004
-1.91321
-1.41624
-3.3159
-3.30494
0.219055
1.548668
-0.74344
3.8426
3.155222
1.612612
4.004174
4.178867
2.042126
2.822931
3.536733
4.40874
4.072744
3.820945
4.59978
-0.52176
3.575404
-1.42069
3.535239
3.464338
4.301142
-0.36365
2.575331
3.558666
2.33109
3.758473
2.126227
15
12
12
12
20
12
13
11
12
9
12
12
10
12
12
12
11
12
16
12
12
7
12
10
9
12
12
12
15
13
12
12
15
12
12
14
16
15
16
13
10
15
12
13
12
12
12
14
16
12
14
12
11
13
13
16
7
12
13
14
10
12
8
11
14
9
10
14
13
9
10
9
16
15
10
10
17
13
10
16
6
10
13
12
6
13
11
9
6
5
4
11
17
7
8
9
13
13
9
13
11
15
13
15
12
12
12
12
10
12
10
12
12
10
12
8
10
11
12
12
12
12
12
12
12
9
10
6
12
12
12
12
12
12
12
8
8
12
12
13
13
13
13
9
12
12
12
12
12
12
12
12
14
11
12
12
12
12
11
9
10
12
10
10
10
12
12
8
10
8
12
12
12
12
12
10
12
9
8
4
7
12
12
12
12
8
8
11
8
12
8
17
18
16
16
12
12
10
10
12
12
12
12
13
16
14
14
12
10.33654
11.53846
19.44444
13.0814
11.46789
17.04545
19.23077
18.11594
5.407841
8.75
6.397059
7.932693
8.653846
10.57692
23.69668
10.61776
7.172996
8.741259
3.289474
10.39861
11.95219
8.516483
14.89758
32.5
3.956835
6.703911
12.75964
8.633094
12.5
13.82488
7.571661
10.36896
9.982639
23.35165
19.23077
8
7.409603
7.984032
26.00671
7.453416
18.26923
16.82692
13.01587
13.38432
23.50427
5
11.89591
4.146471
8.713943
32.69231
10.87506
8.747813
3.412496
2.518573
2.613466
2.676647
4.003321
3.704704
4.402173
3.982798
1.820097
-0.82251
0.052556
-0.07339
-1.63387
-4.68691
4.412495
2.24069
1.458975
2.545235
-3.5029
2.338381
1.247759
-0.48267
3.126031
-2.02043
-1.09603
-1.88754
-1.03477
2.349116
4.280972
2.869939
5.356942
-0.01161
4.591968
4.564392
4.591698
5.043733
3.058638
1.021922
5.508494
1.879238
3.641966
3.419458
2.561768
1.405988
2.028578
-3.40738
2.559702
-1.5506
2.22961
1.687836
-0.72711
1.117791
12
12
14
15
15
15
15
15
12
11
11
12
12
8
17
12
12
16
8
15
12
10
12
8
8
10
12
15
16
15
19
12
19
13
15
16
13
12
15
15
12
12
13
12
15
6
16
13
12
12
12
12
14
12
13
9
8
6
11
8
16
14
15
14
13
16
8
15
15
11
17
12
12
17
10
16
13
11
15
10
6
9
2
14
1
12
12
8
9
15
8
10
12
11
12
11
7
15
5
13
11
11
9
12
12
13
12
12
12
12
12
12
12
12
8
10
10
11
16
12
12
12
7
14
13
12
12
12
8
12
12
13
16
19
16
12
16
16
19
19
12
18
14
12
12
12
11
9
12
10
12
12
12
16
12
16
11
13
16
16
12
14
14
13
7
8
12
9
12
12
12
12
12
10
8
14
13
9
12
6
8
11
9
14
20
20
16
12
19
17
20
20
14
14
16
16
12
12
11
7
14
8
12
12
12
16
11
16
4.449388
1.073345
14.42308
22.58348
9.688581
10.20096
10.41667
6.25
6.483431
8.680555
14.55923
9.753366
14.1129
7.211538
6.410256
7.075472
8.3499
7.407407
10
9.104327
10
8.862164
2
11.05769
4.931507
8.011445
21.14165
7.924528
7.373516
14.13428
14.95726
6.25
15.5521
5.565069
15.86539
10.86484
15.46961
7.554945
8.119658
10.20408
5.769231
13.57466
1.442308
6.438312
7.403751
18.98254
12.78226
5.766767
15.38461
1.56189
3.348214
17.24138
1.531825
2.898253
1.962033
0.774691
4.047453
2.382838
-2.9044
0.500823
2.006788
4.000892
3.25943
0.70919
1.278031
0.623576
-1.38484
0.314261
-1.27362
-0.578
-1.52716
1.422159
-1.66652
-1.23938
3.196058
0.764101
-2.27277
0.038626
2.691122
2.69284
0.929435
2.900256
3.508728
-2.49819
2.268298
2.422206
2.750242
3.925961
1.078086
-3.67747
2.586284
2.886608
3.27686
-1.60323
0.19582
1.699407
3.935532
3.455326
4.493084
3.02982
4.226342
-2.22667
1.45212
-1.07996
10
11
11
12
20
13
10
12
13
12
16
12
14
12
12
14
12
9
9
12
12
12
12
12
10
12
15
12
12
16
15
13
15
12
10
15
12
12
12
14
12
12
12
15
12
12
17
15
15
9
12
12
15
14
14
12
7
13
14
14
11
14
10
16
13
12
15
13
13
19
15
11
10
13
15
15
14
11
9
13
14
8
10
11
10
15
14
9
13
12
11
13
12
14
13
11
11
10
6
10
10
16
13
13
10
12
12
11
14
13
11
12
14
12
12
12
16
18
8
12
12
8
7
13
12
10
12
12
12
12
19
12
12
13
12
12
12
12
11
10
12
11
9
12
12
12
12
12
15
15
12
8
14
7
12
12
8
10
12
8
16
6
12
12
14
12
12
12
14
20
10
11
13
8
7
13
14
6
11
12
9
12
16
12
14
16
15
12
12
12
12
12
12
9
9
8
12
18
12
12
14
14
12
8
16
4
5
12
17.67399
6.393478
3.71134
8.89047
17.30769
6.490385
7.490385
9.045226
7.172996
9.508348
3.376623
6.175468
15.10297
6.410256
11.36364
3.250444
11.04972
13.38384
35.04673
13.65894
13.92857
18.26087
68.26242
22.81947
4.780877
12.47772
17.6
8.173077
5.641026
12.5
23.55769
9.615385
12.36749
8.653846
13.83929
13.08901
18.80878
15.38461
13.94231
21.59827
3.811339
15.77909
6.730769
18.14346
12.73585
18.62745
7.211538
4.901961
5.94359
10.71429
18.50649
17.06161
4.737316
4.0395
-4.72933
-1.83484
2.49136
-0.33913
0.760072
-3.51212
1.123336
3.212066
-2.8366
3.463512
1.992367
-5.63146
-0.82728
-4.10627
3.039799
2.460048
4.039466
3.162175
2.00168
2.550126
4.962725
2.401086
2.168941
1.579639
2.359974
-0.46862
0.63118
1.132233
4.565613
4.063714
2.511188
2.374377
0.505927
0.584381
-3.04029
1.69931
-1.47616
1.879479
0.151591
2.942387
2.796945
1.249611
0.823338
2.44605
3.327208
1.897794
3.781839
0.639626
4.378042
2.268254
15
12
9
10
12
12
10
9
12
12
9
15
15
9
12
12
11
13
16
12
15
15
19
12
12
12
13
13
11
12
13
12
13
12
12
11
9
12
12
16
12
15
15
15
12
12
12
12
12
12
12
12
10
12
16
14
15
16
15
11
15
15
19
10
11
16
9
11
11
15
11
13
13
11
8
15
11
8
14
12
15
15
13
12
12
9
12
15
11
9
11
7
10
5
6
8
9
14
9
9
13
11
13
10
12
12
8
7
8
12
9
6
11
12
12
12
14
9
11
9
11
12
16
12
12
12
12
15
12
12
14
14
9
10
14
12
12
12
12
11
0
10
16
14
12
12
12
14
12
17
12
12
12
14
12
16
4
6
8
7
8
6
6
11
8
12
12
16
14
10
7
8
12
12
17
12
12
14
11
18
12
11
16
12
6
8
13
6
10
12
12
10
0
12
16
16
8
8
12
18
17
18
12
13
11
14
12
17
8.561644
8.658009
12.19512
17.5
11.37358
7.211538
9.580492
4.882813
18.26648
21
10.77574
8.426967
9.134615
5.02092
7.307693
11.33764
10.44277
17.78846
22.4359
8.490566
10.18868
5.364807
6.726458
3.301321
41.47466
10.40737
8.349802
4.656578
11.87215
9.615385
7.735584
91.30922
12.98077
12.5
3.628118
3.161783
3.987709
1.549068
3.012416
5.21301
2.012532
1.140208
-4.33705
3.933472
2.07147
3.124117
2.712826
0.907166
-4.05117
0.140775
3.751637
1.921646
3.506032
3.435243
1.805918
1.472446
2.944552
3.715002
2.630618
4.269861
2.951186
1.530126
1.757988
2.02151
1.726616
2.803173
4.164562
0.893115
-0.63306
1.230928
15
17
12
17
13
15
11
12
14
16
12
14
12
8
16
20
12
16
20
10
17
15
12
12
15
15
11
12
16
12
12
19
16
8
11
6
9
15
10
9
9
14
12
10
11
10
6
10
14
7
8
14
9
5
12
8
5
16
9
7
11
14
15
4
9
9
6
11
19
10
14
14
12
16
12
12
9
12
12
12
12
11
11
9
12
16
12
12
16
12
20
20
12
12
12
16
11
12
13
12
12
13
14
6
8
20
16
11
18
13
12
1
12
14
12
14
13
11
8
12
18
9
12
19
12
20
20
16
12
12
16
10
8
14
11
12
14
16
10
9