Time Series – HW 5

Please look at the attached documents.

 

HW is due Tuesday the 23rd at 1PM US eastern time!

�������� �

���� ����� �
�
�
����
�� �
� ���� � ����� �������
�

���� � ��� �� ��

� � ������� � �
� ��
�� �������� �� �� �� ��������� ��� �� ��
�����

�� ������� � � !�” #!���” # ��
� !���� ���� $�%&”�

�� �”�� �(� �)*������
�����+,)���� ���� �� �(� ������ �- $��� .)��� ���� !���� ����

$�%&”� ���-��� ��� ��������# ��� ���)���* �� ��!
” ����� ��� �(� ��(�� �� ��!/”

������ ������� �� �����’�������� �- �(� ���)����

�� 0�� � ���� ������ �� ������ � ��� ���� ��� �1.2�3 �(�� �������� �- �(� ���� �� �(� ����

��� �4���11# ���( �(� ���� ������ ���)�� �������� 0�� ��� ��-����� �� 5�� �� ��46� �����

-�� �(� ��*����(�� �- �(� ���� �� �1.2�3� 7�)� �������� �(�)�� ����)�� �(� -�������*�

!�” � ��*���� ��’�������� �- �(� ���’� ����� �� 5�� �(� �(���� �����#

!�” �� ����������� �- �(� �����)��� �� �(��� -�� �(�������#

!�” � *��'( �- �(� ������ �1.2�3 �(����* -�������� �- �(� ����
/ ���)�� ��� 89 ‘���������

��)��� -�� �(� -��������#

!�” �)������� ���)�� -�� �(�
/+���’ �(��� -�������� ��� ������’�����* 89 ‘���������

��)���#

!�” � ����� �- �(� ���)�� -������� ������# �(�� ��# �(� ��)� ���)� !������� -��� �4���11″

���)� �(� -������� ���)�# -�� ���( �- �(� ������ -���������
��� �(� ���� ���)� �- �4���11

��� ���(�� �(� ������’�����* 89 ‘��������� ��)���:

�� ;������� �(� ���� ���
��2/ ��� ������ ��� ����� !�- ������”�

!�” 4� �(��� ��� �������� �- ������ ������������ �� �(� ��������� ����: 0�� �(� �;, ���

��;, ��� � 89 ����� �- ��*��5����� �� ������ �(� <)������� 4- �(� ������ �� =7��#> ������

�(� ������ �������������

!�” 4� �(��� ��� �������� �- ��;. �?���� �� �(� ����: 0�� �(� �����)�� ������ �- �(���

��� ������ ������������ �� ‘��� !�” � 0�� �(� $@)�*+��� ���������� -�� �(� �<)���� ���� !��

�����)���” ���( ��*� �<)�� �� ��� / �- �)�������������� ��� � 89 ����� �- ��*��5����� ��

������ �(� <)�������

!�” ,�� �(� ���� ��;.!A” ����� ��� ���� ��;.!
” ����� �� �(� ���� !�� �����)���” ���( �(�

������ ��������� ���� � �!B�
” ��� �(� �����)� ������(��� ���������� ��*����(� �����

�� �(� ������� �4;; �� �4; ��� ����� �(� ��������� ����� ���C������ ��� ����������

�4;; �� �4; ���)�� -�� �(� ��� ������� .���# ���� D ��� ��� � E(��( ����� �� �)’����� ��

����� �� ����
�� �
� ��� ���� �������

� �� ������� � ��� ���� ���� �� ��� � ����������� �� ��� ��� ���� ��� ��� ���� ��������� ��

������� ��

� �� ������ ����� � �� ��� � �� ���� ��� ���� �����! � �”������#����� ��������

� �� $�� ��� ���� ���� �� �������� �� ��� ������ #�� � �� � �� “� �� �� ������� % “���� �����

��� &”���� ����� �� ��� ��� ����������

�� �������� ��� ���� ��� ‘()*+% * ��� ������ ���# �� ,&�

�� ������ ���� �� – �� �� � ����� % � . ����� �� � �� +� % � � /����� �� �
�������� ��� ���

������ ������ ����
�
� �� �� �� ����� �� ��� ���� ���0�������

Times Series Modelling

Home Work #5

1.

2. For the below ex. Only do (i) & (iii) – “Lake.tsm” attached

HW 5 Data Sets/airpass.tsm
112
118
132
129
121
135
148
148
136
119
104
118
115
126
141
135
125
149
170
170
158
133
114
140
145
150
178
163
172
178
199
199
184
162
146
166
171
180
193
181
183
218
230
242
209
191
172
194
196
196
236
235
229
243
264
272
237
211
180
201
204
188
235
227
234
264
302
293
259
229
203
229
242
233
267
269
270
315
364
347
312
274
237
278
284
277
317
313
318
374
413
405
355
306
271
306
315
301
356
348
355
422
465
467
404
347
305
336
340
318
362
348
363
435
491
505
404
359
310
337
360
342
406
396
420
472
548
559
463
407
362
405
417
391
419
461
472
535
622
606
508
461
390
432

HW 5 Data Sets/djao2.tsm
3621.63 1941.50 Sep 10, 93
3634.21 1938.30 DJ AO daily closing values
3615.76 1912.90
3633.65 1903.60
3630.85 1902.60
3613.25 1925.50
3575.80 1924.10
3537.24 1925.20
3547.02 1919.30
3539.75 1928.60
3543.11 1946.50
3567.70 1943.00
3566.02 1942.30
3566.30 1951.40
3555.12 1964.40
3581.11 1972.70
3577.76 1977.00
3587.26 1998.50
3598.99 2018.80
3583.63 2022.50
3584.74 2026.20
3593.41 2039.80
3593.13 2028.00
3603.19 2038.60
3621.63 2062.00
3629.73 2074.10
3642.31 2085.50
3635.32 2075.50
3645.10 2051.70
3636.16 2060.40
3649.30 2061.40
3673.61 2046.90
3672.49 2055.70
3664.66 2068.30
3687.86 2076.30
3680.59 2112.20
3692.61 2132.40
3697.64 2125.30
3661.87 2108.40
3624.98 2101.60
3643.43 2079.90
3647.90 2054.20
3640.07 2050.80
3663.55 2042.90
3662.43 2052.40
3684.51 2074.00
3677.52 2082.90
3710.77 2083.80
3704.35 2104.30
3685.34 2108.00
3694.01 2083.20
3670.25 2049.30
3674.17 2009.60
3687.58 2032.40
3687.58 2042.00
3683.95 2043.10
3677.80 2010.30
3683.95 2009.40
3697.08 2005.40
3702.11 2047.30
3704.07 2047.40
3710.21 2053.70
3718.88 2073.90
3734.53 2096.00
3729.78 2095.70
3740.67 2084.90
3764.43 2094.50
3742.63 2086.60
3716.92 2069.90
3726.14 2074.80
3751.57 2080.20
3755.21 2076.00
3745.15 2067.00
3762.19 2053.20
3757.72 2068.80
3757.72 2089.20
3792.93 2089.20
3793.77 2089.20
3794.33 2126.90
3775.88 2154.50
3754.09 2173.60
3756.60 2173.60
3783.90 2174.30
3798.82 2193.40
3803.88 2200.30
3820.77 2186.00
3865.51 2198.60
3850.31 2206.70
3848.63 2195.60
3842.43 2177.50
3867.20 2206.40
3870.29 2238.20
3870.29 2232.10
3884.37 2248.20
3891.96 2266.20
3914.48 2250.30
3912.79 2224.50
3895.34 2221.90
3908.00 2221.90
3926.30 2250.70
3945.43 2259.90
3978.36 2310.80
3964.01 2310.10
3975.54 2312.10
3967.66 2340.60
3871.42 2332.80
3906.32 2281.10
3906.03 2305.40
3931.92 2270.90
3895.34 2234.30
3894.78 2241.40
3904.06 2238.60
3928.27 2234.00
3937.27 2249.00
3922.64 2240.90
3887.46 2223.20
3887.46 2178.50
3911.66 2202.50
3891.68 2218.90
3839.90 2197.00
3838.78 2148.80
3832.02 2180.10
3809.23 2181.70
3831.74 2154.00
3824.42 2151.40
3832.30 2116.80
3856.22 2144.70
3851.72 2171.70
3853.41 2146.80
3830.62 2155.10
3862.70 2153.10
3862.98 2179.30
3849.59 2172.50
3848.15 2173.50
3865.14 2164.40
3895.65 2163.50
3864.85 2140.50
3862.55 2140.80
3869.46 2180.90
3821.09 2169.80
3774.73 2151.60
3762.35 2108.90
3699.02 2100.80
3626.75 2092.40
3635.96 2053.10
3635.96 2053.10
3593.35 2053.10
3675.41 2050.00
3679.73 2084.10
3693.26 2087.40
3674.26 2082.00
3688.83 2076.00
3681.69 2095.10
3661.47 2111.20
3663.25 2095.00
3661.47 2080.60
3620.42 2095.90
3619.82 2061.40
3598.71 2046.60
3652.54 2029.60
3648.68 2042.50
3705.78 2042.50
3699.54 2069.40
3699.54 2059.70
3668.31 2069.10
3681.69 2066.10
3701.02 2047.90
3714.41 2044.20
3697.75 2018.40
3695.97 1988.10
3669.50 2004.30
3629.04 2009.30
3656.41 2008.20
3629.04 2034.60
3652.84 2041.40
3659.68 2070.00
3671.50 2110.90
3720.61 2096.00
3732.89 2107.80
3758.98 2093.70
3766.35 2103.90
3742.41 2121.00
3745.17 2132.40
3755.30 2105.90
3753.46 2096.90
3757.14 2102.20
3757.14 2091.80
3758.37 2081.80
3760.83 2097.20
3758.99 2077.00
3772.22 2078.60
3768.52 2072.50
3755.91 2070.20
3749.45 2079.70
3753.14 2076.70
3773.45 2069.40
3783.12 2069.40
3814.83 2076.60
3790.41 2074.40
3811.34 2056.00
3776.78 2051.20
3741.90 2024.40
3707.97 1993.60
3724.77 2010.90
3699.09 2022.50
3636.94 2017.90
3685.50 1957.40
3669.64 1974.40
3667.05 1975.10
3624.96 1989.10
3646.65 1965.80
3646.65 1987.10
3652.48 2003.40
3674.50 1991.20
3688.42 1962.20
3709.14 1964.90
3702.99 1961.20
3702.66 1972.90
3704.28 1978.60
3739.25 2007.70
3753.81 2058.00
3755.43 2072.30
3748.31 2077.40
3727.27 2078.60
3732.45 2049.20
3735.04 2052.50
3741.84 2048.30
3735.68 2041.30
3720.47 2041.70
3730.83 2042.10
3764.50 2061.50
3798.17 2082.10
3796.22 2086.90
3792.16 2072.30
3765.79 2083.50
3747.02 2091.90
3753.81 2081.10
3755.76 2086.80
3766.76 2076.50
3750.90 2062.80
3768.71 2051.90
3760.29 2055.70
3784.57 2040.00
3776.48 2059.50
3755.43 2066.80
3755.11 2061.30
3751.22 2063.60
3775.83 2051.60
3846.73 2061.10
3829.89 2077.80
3881.05 2077.20 Aug 26, 94
�

HW 5 Data Sets/ibm2012.tsm
-0.796816965
2.004075088
2.459140314
-3.265596297
0.40241503
2.036730282
1.242252
-2.06192872
-0.813012608
0
1.222011133
2.489755162
2.553330201
0.431966114
-0.431966114
6.684001813
0
8.659252882
-1.496287268
12.64841471
3.428907348
3.550668846
10.80414824
4.110167569
-5.443520656
-1.96727656
-8.701137699
1.197619105
-1.197619105
-2.353049741
2.353049741
-3.509131981
-5.043085363
3.333642027
3.448617607
-1.1628038
2.932761509
6.136894638
-1.880933196
1.250016276
2.54790853
4.621284316
-7.169192846
-1.250016276
-4.849434994
-2.339287957
-2.849195579
0.563381772
1.709443336
1.15608224
-1.729149711
-1.136375865
-2.78569545
-1.092907053
-1.617285925
-1.063839821
0.530505223
0.533334598
2.162246401
3.333642027
-2.78569545
-1.6349138
0
-1.608613775
-4.676176591
-1.010109599
-1.000008333
-4.380262266
0.956945102
-1.904819497
1.425202271
0.96154587
-2.857337244
1.895791374
0.96154587
1.951281422
4.020642048
-2.030526616
3.061463582
0.519481688
-0.519481688
0
-2.557684179
-2.000066671
0.995033085
0.501254182
-2.970515441
0.488998529
0
1.98026273
-2.955880224
-1.923136193
-5.10551708
0.453515517
0.913248356
0.459770925
0
4.235927384
-4.235927384
0
2.331107887
-1.869213301
-2.288429383
-3.118292744
-4.292504472
-3.711766296
1.222011133
0.823049914
0.829880281
-3.278982282
0
-2.390552085
0
-3.481976516
2.307794728
-2.307794728
-1.883294833
0.373832211
1.890415464
0.382409644
0.769234562
-0.769234562
-0.763362486
-4.097407421
2.214112588
3.415891881
-1.912104145
-1.503787736
0.373832211
-1.487016248
0.369686188
0.743497849
3.415891881
0.386847678
2.750664579
0.399202127
2.020270732
0
-1.217053562
4.115807249
0
-2.898753687
1.232048439
0.414079267
0
2.096512847
0.424629088
0.426439879
-1.694955831
0
2.123222011
0
0.862074304
-0.431966114
0.431966114
0.869570697
-3.854867012
-2.079076967
-2.839947452
-0.399202127
0.800004267
0.806455984
-1.207258123
-1.98026273
0.787405643
-2.729214229
0.385356932
3.137512257
-1.972450535
-2.69765877
-0.379507097
-1.876227646
-0.740744128
0
0.740744128
2.636687584
-1.890415464
0.375234962
4.616204176
-1.949379468
3.536714384
-3.922071315
-1.147240116
-1.13422766
1.897590146
-2.646657319
-1.113184037
-1.828204484
0.362976805
-1.80185055
-0.711746777
0
-2.10534092
0.347826438
1.05079776
-1.398624197
-0.692044284
-2.047853134
-0.673403218
-0.668898815
-0.332779009
-0.991743666
1.324522675
5.480823649
-2.090668482
3.866914116
0
0
0
0.359066813
1.085001602
-1.085001602
-0.359066813
-5.236798552
2.409755158
0
1.403531812
1.065729447
0.357782135
-5.236798552
0.682596507
-3.367321511
-2.61452801
-0.32206147
-0.321027563
4.927104901
2.040887163
-4.040953834
-2.92703823
7.65764997
-1.37459209
-2.360986564
0.668898815
0
-0.668898815
-0.332779009
1.001677824
4.110167569
-0.696866932
-2.06192872
4.16726964
6.217724495
-1.498155362
1.498155362
-4.42876802
3.303052568
0.373832211
8.191712247
-7.816477285
-1.86225121
-3.978825006
-3.141619623
-1.703618715
-1.008411907
-2.965620958
-0.324149392
-2.556049698
1.589858607
0.966191091
-0.966191091
-1.904819497
-4.60911072
1.51288816
-3.00322871
0.593473552
-3.509131981
-2.553330201
0
-3.576722386
0
-2.403319944
-1.04987841
1.04987841
0.794706169
-2.624822607
-2.051353983
-5.913052323
3.406655456
2.760526609
-1.012666882
0.505051579
0
-3.482939114
-2.653955523
-0.475060276
0.713439411
-0.713439411
-0.236686501
0.950125912
-1.656842635
-0.701757266
3.55909451
-1.20049461
2.415576388
-2.891767764
-0.710062155
-1.405175346
-6.089818221
-0.87146521
-3.621268949
-3.089844155
-2.008099606
0
2.822768062
-1.219527309
-4.73461206
0.192864091
-0.192864091
-4.520543677
1.111122543
3.795522
-2.294555735
5.638033344
-3.729578474
-0.958780116
0.574164257
3.515987165
4.264605605
-1.23712918
-2.028467117
2.028467117
-0.408998525
-1.619468592
0.604231446
-4.541747969
-2.666824708
-2.963179761
1.841672679
-3.470667977
-4.39052078
1.384105141
4.271111809
-1.444068415
-7.921523555
-3.577617317
3.909292579
-0.827134575
1.326719294
-1.161838795
0.828505153
2.869395171
3.839913293
-1.413451093
0.351494211
-1.745244995
0.694447235
1.05079776
-1.745244995
0.868815196
2.116481119
-0.533334598
0.533334598
1.798609637
-0.723330459
3.297001924
2.450641019
-2.077506257
-3.670136685
-0.18001805
-1.782578395
2.323607668
2.935990701
-1.662088124
0.91996969
2.243084699
1.908454869
-0.576370472
2.71861403
0.989127748
-0.792083349
-3.4887259
4.280809249
0.798407435
-2.180462997
1.382055562
-3.323864148
-2.656702738
0.94074071
-0.377358938
1.327033692
-3.007745524
-3.099610037
-0.179372245
-1.069528912
1.069528912
2.540971553
1.295115235
1.123607327
-0.18814681
-6.01822418
-5.843586697
5.843586697
2.509092199
2.016566959
-4.348511194
-1.058210933
-1.911439602
-3.051084126
1.513906122
2.054866823
-2.224214873
-1.511363781
1.173525622
0.50718621
-0.50718621
-1.173525622
-3.761686357
0.967749488
-1.448134719
0.480385231
3.428907348
-1.64748372
0
-0.813674139
-1.92622328
1.602598402
-1.124509842
-1.112005104
-0.157853229
3.695199527
6.072691837
-2.744597661
-1.344558071
0
2.536061529
4.554202045
0.359066813
1.44930073
-4.286370443
2.120220765
-1.59436504
2.85224326
4.248099498
3.650741634
2.176149178
7.04224643
8.74016209
-11.49165842
2.966319182
4.171845357
-4.171845357
4.846763554
2.51441818
0.231749814
-3.645050451
2.262539952
0.229095175
2.555307442
6.563716364
-7.965608482
-8.449467834
-0.425532557
1.282068843
-4.211148535
-2.845720481
-3.736914651
1.165061722
1.773445494
-1.382055562
-0.195886449
0
0.392157365
-1.171888411
-3.996726041
-1.113184037
-1.646880771
0.54595222
0.182648453
-0.909924386
1.092907053
1.290340484
-2.020270732
-2.690745292
-3.819908868
-0.848181506
3.262091817
-2.413910311
-2.68923769
-2.295182718
-1.92622328
0.798088833
0
0.321027563
1.294516459
-0.811034454
-0.804509568
2.762157731
3.350397123
-2.523262548
5.111845393
0.701757266
0
2.857337244
1.276225161
-2.357316772
0.900096086
6.925123604
-1.15608224
2.325686216
1.581060603
-3.330376347
-4.520543677
-2.185879381
2.55488349
0.742118434
1.500966265
-1.314572921
-0.372439909
0.372439909
-1.297515886
2.423231339
0.378072284
-0.378072284
1.904819497
0.385356932
-1.912104145
-7.126302002
-1.052641299
-4.43758814
1.006719912
-0.168492036
-0.671143459
-3.289770351
-5.048390543
0
-0.766287275
-1.213975455
1.366763873
-0.913248356
-1.354422511
-0.298507684
0.448096344
-1.48591144
0
-1.754430965
-1.438873745
2.60506772
-0.292825978
-1.1628038
1.749315745
-3.610500464
-1.966355491
1.400583119
1.85058662
-1.85058662
0.849863472
0.857148105
-3.107594696
2.678102268
-0.711746777
-0.424629088
-4.825195102
-2.130573268
3.349274878
1.233737376
0
1.809374344
0.281294138
-0.140745977
-2.087758502
1.247417423
5.888276456
-2.194674772
2.194674772
-2.339287957
3.67959097
-3.099879202
-1.299657283
-2.269600965
-1.254371848
1.254371848
1.983067818
-2.960046978
-4.082199452
-0.266311742
-4.422046848
0.254777208
1.80185055
-3.947043222
1.003772543
1.781217576
-1.907241538
0.505051579
-0.882173333
3.576370928
-0.777205985
1.822967149
-1.435119216
0.129617646
5.738732537
-4.301738508
3.890497353
4.190557272
-4.872223169
5.15793765
-4.476271752
1.933761915
0.419287826
0
5.321168943
-3.197946932
-1.56142278
-0.981087056
2.114243657
3.037109788
0.146950798
0.73801073
-0.884961528
1.628459376
-0.595239853
13.6503163
0.682596507
-0.5123837
-8.331346352
-3.238525116
1.992403072
1.875054935
0.315956029
-2.191010964
4.26942311
2.784782738
0
7.410797215
2.353049741
-3.597510246
7.710239388
-3.929411034
-2.536367849
-0.357143237
2.344561857
2.963179761
-0.187793482
-1.304771539
0.185356865
-1.83828706
-3.578199262
2.311213988
3.290973409
0.9337136
1.702973984
-0.949674754
2.682153119
-0.387597384
0.581960905
2.561716437
-0.199401861
2.828471384
-7.498580688
2.893162253
4.400710073
0
3.538350389
-4.55565316
-1.207258123
5.340077673
2.78092787
-4.454607105
4.889390399
4.455079699
-1.132514936
6.995858861
16.50797504
-12.31500572
6.504242641
3.001589594
-13.2145391
-3.341599692
3.828218657
-7.741261035
-0.225479239
5.556985115
5.631843059
-3.951131227
7.541260378
-1.811174994
-1.273902578
4.399156928
-3.12525435
-2.281467777
8.087847872
-3.208831455
-14.43281604
-5.538513915
-10.81583223
0.971824947
1.178795575
-0.591134726
0.591134726
3.009254149
0.818000471
4.62267175
-3.382986452
-2.261144639
1.639380978
-0.617921637
-4.024688051
-0.981362145
-1.165061722
1.949379468
0.59230183
3.629430619
-0.205128277
-1.222011133
1.222011133
0.410678195
1.869213301
5.826890812
0.445435035
4.100802373
-1.15608224
1.15608224
-3.428907348
3.428907348
0
-4.989697114
-3.478611609
0.428266179
-5.429308237
-0.607904608
-0.804833318
-1.590490784
-2.531780798
-3.03053495
0.373832211
-2.03899557
5.274292015
-0.386100866
-0.958780116
-2.450641019
-1.478770015
-2.177944526
-4.39052078
-5.026183478
-1.298719553
0.809721023
0
-3.200273109
2.551972621
-0.804509568
-1.589858607
1.11024138
-0.318471607
-2.82150378
-0.30864222
4.410163477
-0.96154587
2.095161249
0.489796898
-0.652530863
-0.648300488
-1.124509842
1.448134719
-1.92622328
-3.130146
-3.184499568
-0.446761726
-0.74019583
1.336322781
0.449438959
0.300752106
-1.938912344
-1.028664471
1.76995771
1.197619105
-3.113668879
-0.436999967
-1.58619043
0.143163947
1.152750517
0.873367997
5.715841384
2.349364124
-5.6982311
2.577853133
0.153727932
-3.03053495
-1.481508579
0.73801073
0.445435035
2.257432204
-2.554609243
-2.635584471
2.487326475
0.59435539
-1.33236612
0.589972213
0.44477464
0.745715611
-1.190490251
-2.049852155
-0.865806274
-1.85058662
-0.14094435
2.135312447
-0.143781477
0.431966114
1.600034135
5.423015406
-0.309119257
0
1.242252
1.257878221
1.916991611
-2.23294764
-0.31496089
-2.331107887
-3.174869831
1.650450067
0.911860422
-4.185962394
-1.16449642
1.899253583
-0.294551023
0.147167061
-1.171316466
0.583943265
-0.292397869
2.214112588
1.352387253
0.759305091
-1.51288816
1.51288816
-0.304414238
-0.30349037
0
1.219527309
-2.723315046
-0.149142459
-3.081681865
1.602364947
0
0.146950798
-2.325686216
-1.284814248
2.440896488
0.436999967
-0.145878946
0.438276816
1.326474866
0.297177039
1.047129987
-0.599701947
4.587960575
1.101506023
-0.473560475
1.587334916
1.93867138
-2.25816047
-1.11024138
-4.32166015
-4.576444325
0.289017542
-0.144613185
0.289435803
0.435730537
0
-3.010980147
0.993620666
1.436806327
1.899253583
-1.173033979
-2.732017509
-0.98801086
-3.04311172
-4.397777275
-0.260416814
-1.548418033
-1.272281793
1.272281793
-3.645909783
4.93458741
2.097062431
2.412985706
-0.541273311
-2.663273257
3.204546567
2.751205159
-0.694929829
1.816961236
0.992212251
-3.085798836
-1.507910683
-0.407332539
-0.40568007
-6.782259634
-1.253149231
-2.460148673
-2.16354593
2.042113006
-2.160948433
1.555985911
0.969704568
-1.571029291
1.44930073
0.487805845
-2.296173389
-0.357782135
-2.003602676
-0.116618089
-0.928080907
2.100427277
1.664723343
-1.3103225
-1.293374878
0.938974035
0.236127619
0.35524016
0.475625153
-1.420142211
4.077303371
0.245098162
0.986444497
-0.37105794
5.064373282
0.390371348
1.842157357
-0.529802564
-3.376944255
-1.269052564
2.296019228
-0.514801652
3.261867786
-0.264900817
-2.996966969
3.261867786
-1.709443336
4.670628741
6.053924295
-0.578872818
-1.574835697
0.99929454
-0.429492428
0
-5.150755715
-2.014843176
0.935210557
3.135907949
-0.414651596
1.388911216
-5.575883349
-3.891541625
-0.760459939
1.142869582
1.804172649
-0.518807908
2.488668058
3.784235318
4.076460406
1.882749314
5.252520092
1.552826233
1.895791374
2.584958146
4.177716959
-7.715063257
2.560139824
1.964056587
-1.639380978
-3.357629553
-1.09461609
-3.063026595
-3.118292744
1.76995771
-3.221361998
-2.279300953
-2.640876197
-3.636764417
1.197619105
-1.197619105
-1.574835697
-5.200918391
1.997569542
2.813484807
-1.416636698
0.899171119
-1.66350605
3.617965658
-2.469261259
-4.517706737
1.857638557
2.020270732
0
-2.020270732
-6.414781982
1.654884102
3.271036631
0.990107098
2.519024883
1.80185055
-6.534988021
-0.243013485
2.581581596
0.750003516
2.799164944
1.037622799
-1.166571882
3.942691998
2.031214045
-5.973906043
3.808733505
-2.250260403
0.262123348
2.122095548
1.07817756
0.543479599
1.233737376
-0.960885911
2.489755162
0.56179923
2.712514627
1.60470256
-5.715841384
0.557104505
-1.662088124
3.210324538
-2.10534092
3.246580125
0.864558699
0.435098583
2.055872702
-2.055872702
-3.00666886
-1.816961236
1.95810452
1.853224813
3.365350504
-3.221361998
3.221361998
0.746829461
-2.516787171
-1.595392794
8.557356222
0.471328445
-0.940445803
-0.466926918
-1.387840317
2.010895292
-7.377309466
-0.289855275
0.435098583
-4.268073111
-0.416956824
0.277777956
0.139178867
-5.157180713
-3.12525435
-3.154835773
-0.74257767
3.641331357
-2.275698712
0.752826642
5.701025472
1.072396336
0.405132222
-2.406533249
-4.140306741
-1.13422766
-3.569609757
-1.916226298
2.279642809
-2.042113006
1.678696495
1.584432902
1.859942024
2.022824978
1.026966664
2.086125196
-3.11309186
0.383877631
-4.020642048
-6.553863662
0.346620798
1.281322131
2.612975264
0.361664047
-8.226988009
-1.106205971
-4.411689042
1.058210933
-3.758271115
-2.52921929
2.52921929
-9.008043311
1.985880865
-4.024876435
3.548458193
-6.352802977
-1.329217621
2.225280964
0.180180229
-5.695801304
-4.984420408
-0.646205803
-0.241254641
-2.772454801
-0.389864042
-2.611515539
4.655611867
-2.819294009
-0.922373949
0.999623856
-2.291926144
-1.722243991
-1.911822936
1.541314917
0.816937332
-2.212479628
0.365363943
-2.029055119
-5.851251019
-6.293032747
0.190779072
-1.327872815
0.946677944
5.072608886
-1.981570783
-0.911464643
-0.194237678
-5.84153496
-1.573882367
1.6349138
-0.36563112
1.100928551
-3.445490408
3.261158559
-0.245248437
1.046485389
-3.346828951
3.843107886
-1.542764323
-2.120648995
-0.657307416
-2.818742107
-0.231347703
-4.130714545
0.388781384
3.684179766
-0.805064728
3.8533664
-3.738753207
2.731933923
2.023878604
2.619705097
-3.636764417
1.137396278
-2.262001206
1.303335985
-1.185550341
3.72191819
1.665163359
1.819943548
2.826135423
0.784830713
0.131406064
-1.371226186
-0.646414662
3.608131632
-5.1426886
1.277156568
-1.403979667
3.679020915
-1.371226186
0.45498941
-2.190809271
-0.381679853
1.277972665
1.751585489
1.916147162
-0.532270052
1.943109712
6.498968289
-6.024230198
-0.474738091
0
0.474738091
-1.618376522
-1.855586707
-9.81117195
-1.652930195
-1.510778299
-2.054866823
1.422499093
1.734147504
-4.112515556
1.978024366
0
2.4264622
-0.524935589
-2.584123118
0.796816965
-2.259983192
2.088701391
1.436393556
-0.92166551
0.690451535
3.88512664
-1.371109408
-4.117717122
0.170599985
3.121640752
-2.493605574
-1.138964476
-7.050173635
-1.778289539
-2.001606471
4.362062248
-1.160962908
-2.230961529
4.727771179
0.755943125
0.707101124
0.602246551
0
-0.820349145
0.327332534
0.383247116
0.826223373
-4.064498771
-0.476822095
-0.05284016
1.704889457
0.971929897
5.063668617
1.437219335
-3.582982069
-0.612644634
0.166713014
-3.926349482
-2.116481119
0.314630569
2.391822763
1.299422723
-0.868155208
0.162206037
-1.929320293
1.282068843
0.593153532
2.353049741
0.221729581
-1.705680967
-1.569721
-0.321716095
-2.223490225
-2.021317847
-3.181283171
-1.968567507
-0.194742028
-1.448600899
-5.81965453
-2.589430392
-0.746435957
0.658330225
3.860443458
-1.589136734
0.587306861
-0.991892713
-3.482829424
-0.302833889
-2.221364299
5.693477524
3.319240832
-2.960817509
0.901719365
-0.090538711
0.589972213
-0.996385055
-1.919273374
-4.368262051
3.400370641
2.168706373
3.274508109
0.695897032
-5.700321868
1.640471282
0.178970965
1.397993456
0.363967645
-1.358101454
4.037245529
8.242538169
-1.763714149
2.069213368
0.20418588
-2.373249481
-3.577936167
-0.576093768
-1.142325606
2.152678199
0.387597384
0.975617495
3.491626511
5.691956509
1.461460383
0.382409644
-1.843870026
0.863470017
0.10845988
-1.561269937
-3.051262486
0.363353631
0.104058282
1.099199761
2.504793887
0
-0.161768706
1.848883553
-5.082666523
-1.962872937
-6.101569924
0.918546463
-3.765038456
0.09358915
0.093676822
-3.860773605
-2.581362734
-1.396183238
0.826630768
3.060784509
-3.409672782
-1.125553008
-5.689530945
-2.609018144
1.920058986
2.535923215
-2.131228207
0
2.131228207
-2.979204215
-3.127110137
1.373378463
-1.684662761
0
3.518844963
0.161095484
-2.782373445
-5.268393813
-0.851699279
4.834778416
3.504985672
-0.200200267
3.624913268
-0.413907876
0.496895432
5.197080859
8.768736167
11.14783696
-1.430487969
1.590701621
-1.800896129
3.254488344
2.470617017
6.42791514
-2.227524692
-6.236224171
-2.208546541
3.690055119
0.554325144
-3.54937613
7.402544007
-1.661453286
2.940540492
-3.620044805
-1.233891145
-2.041450206
-0.978268671
1.196967501
1.045401543
6.571915882
-0.588929853
-3.63257005
-2.18434896
0.277392688
0.333890127
1.629707325
0.113378697
0.797270738
1.381714555
-4.754715593
-2.403174089
-1.28688103
-6.297229791
-1.193450267
0.197921885
-0.099009909
5.17882214
-4.583286881
0.649190794
4.823921377
4.571917471
0.4412583
-1.535959982
-0.326087245
0.108577644
1.202200271
-2.17518092
-0.589972213
-3.158157205
-3.762518031
2.936919946
-0.512558785
3.062788066
0.793864979
-0.265322522
-2.718410987
-0.975116785
-0.712471207
-1.709443336
1.203625363
0
-1.203625363
-0.199203253
-2.602651202
-1.539231928
2.171376022
-0.194931836
3.316314794
0.201511403
2.192287646
5.020869558
2.580434144
0.44593162
-0.557104505
-1.050023463
-2.336427932
-0.53561992
3.147302636
-1.205494051
-0.380538649
1.475839851
-0.549150199
1.600917437
-1.051767238
-1.204174375
-0.920667213
-0.215401268
-2.339287957
0.579711768
0.636269379
-2.935221201
0
0.362225493
-0.877424984
-1.073355564
1.176183337
0.412371718
-0.874266304
6.45043862
1.596510651
5.240378867
-2.140666064
4.268405908
0.179372245
0.359712618
-1.015843812
-1.240784013
3.282897019
0.303859243
1.904819497
-0.371517455
1.30639494
-5.778439195
1.909365882
-0.780081964
1.809458295
-1.570080562
-5.365718483
-0.960730758
0.847223368
-2.132516278
-1.542730321
-2.002773302
3.379068078
-1.047707406
0.219659616
-1.147867208
-2.097414881
1.88025953
-3.986709189
-3.129262768
-1.204833852
-0.745715611
-2.784062597
0.628173121
-1.348118636
3.504008112
-1.08375445
-0.439990932
-2.50494793
2.846995662
5.48289188
2.938301625
4.687506623
0.615731025
1.015810089
-1.463990111
-3.514914278
1.085197845
-2.265469056
0.374031962
-1.75117237
7.649823399
-7.069499956
0.690207147
-1.428217876
-2.796660774
-3.018337782
0.845986633
-0.845986633
0.996024171
1.10720809
-2.350695886
0.445876389
1.098363513
3.629327538
-8.383959879
-4.172154194
-3.429939111
-3.015303817
-5.892659188
3.049267973
1.687803779
-0.170068068
3.589574571
12.60735822
-1.978303885
1.083220833
3.732152765
-0.920722617
1.953789656
3.594467298
-0.964121019
-0.372439909
-1.16157589
-1.09633048
3.971927978
1.634023285
0.716453878
2.577173446
-1.576609234
-0.723632437
-1.157994743
0
0.164609091
0.274952057
2.4527428
1.707497375
-2.101753025
-2.552857835
-3.446760148
-1.367003411
1.951024185
3.9646789
-1.593878205
-0.54377513
2.415046023
-0.388134671
-3.105670465
4.050909641
1.576609234
2.412523669
3.8523282
1.154677065
2.538050194
-4.11479602
-1.136715799
-0.533967451
-5.860378562
3.405550441
3.406083807
-0.476758948
-0.533650837
-0.177252631
3.422729784
0.551303081
-3.678437025
3.986034929
3.383781478
1.800691741
-5.061168642
-2.978038368
0.54037958
-2.790326474
-4.016604173
1.644494106
-0.171379648
1.090398178
0.462696025
-2.913659409
-2.117070712
-2.342793068
0.377664328
-0.753907717
2.719036457
2.398999289
-2.122984761
7.041534683
-1.413451093
2.726902812
-1.432005377
1.432005377
-2.316705928
5.243744158
1.559121074
4.631052574
0
10.39716773
2.365224819
3.269010204
-0.84648447
2.090668482
4.153951844
-5.860742695
-1.526747213
7.143090601
19.42722597
-2.633014125
4.629088381
7.970674261
-3.644561992
-0.838579338
-5.681040618
-2.049852155
2.445109586
0.496278934
-7.474742651
-1.557521179
-0.634347392
3.399500525
4.49191615
-2.414409893
4.68835859
2.429269257
2.594852387
-1.771802473
-1.129955525
1.544034792
-1.032000903
-8.649789816
-2.326768532
2.798690125
6.145277921
-0.701757266
3.042831102
3.351098908
2.261808859
7.696104114
-5.270406349
2.029381934
4.067963563
-3.496859784
-2.265102504
-3.628765377
4.415728404
0.907035697
3.830996628
-4.963511563
-0.896866998
-0.556484463
0
-3.275401967
-8.63846142
-3.390155168
-0.475060276
-7.221043838
4.141005687
-3.255260304
-7.785032532
1.827293368
3.757914425
-4.176150083
0.418235658
5.957739164
-4.437439612
10.01730482
-2.324604907
1.202048685
-0.556587708
0.556587708
-6.046044965
-2.165524207
5.640261303
-1.171712369
3.929240031
-0.927650437
-10.34195751
2.18863955
1.284814248
-1.709443336
-7.743174013
-2.402285224
4.222675818
-2.601644567
0.389864042
4.065924735
4.919708177
0.686109038
-0.429369487
-7.667536766
-0.790517951
-1.174181788
-2.231720172
-6.624938554
-2.670573326
3.96091381
0
-5.406722127
2.701930905
-0.769503622
-2.069039326
-2.826567718
-2.036195144
-1.931805084
6.453852114
-1.753247876
-1.196027546
3.426603298
-0.884660414
-0.135409635
1.912626609
-4.714677843
0
-2.147820931
-1.660319111
1.338878782
3.860472833
-2.893035426
-0.838985238
0
0.192988159
-6.482019428
-1.556917676
-1.825190497
-1.217759322
1.802898499
-2.262933813
-2.772454801
-5.904774895
-3.209385179
1.333353087
-1.333353087
1.075554543
-1.735622946
1.222011133
5.150902085
-3.809984623
-6.288216571
2.668142466
-3.590255284
-4.255961442
0.231749814
-6.55530875
1.842157357
-0.837562754
-1.913101825
7.000852182
1.068038943
3.854867012
6.93048353
-1.752622181
-0.662085434
0.406918161
1.748116495
-3.064591205
-1.2000144
-5.039826176
3.90316951
2.336671066
-0.801607499
1.204833852
-2.247285585
7.111151635
-1.107314241
-0.157191544
3.083710583
2.570554444
-16.64999145
-2.638431224
-4.554358493
-3.685078491
-3.918835122
-6.233646246
6.152772809
3.328846504
-4.813327125
4.813327125
2.667954135
-5.672913716
5.458551362
5.637776385
-2.240237056
-0.35382611
1.333353087
-4.162703951
1.950224323
1.855176881
4.794344294
0.09358915
2.993808764
-0.385171396
1.159993674
2.660255399
1.661251393
-10.26665348
-4.697799595
-3.478985166
2.13318669
-2.680441266
-1.210112827
-0.990515734
-5.590277758
-0.696597244
-1.416833963
-1.509462622
-2.514925445
0.365898689
2.261449478
-0.784317746
-5.535868021
-7.589146652
-8.921123937
-0.535715567
2.372839965
1.778642412
-1.138298708
-0.305437012
-2.559224425
-2.4083396
-1.354682772
9.325103591
-4.124930736
5.072206528
2.570835671
5.211600114
-4.361644033
-0.687063066
0.785601422
8.037138475
-3.327219888
5.815179476
-3.126939398
-4.666476486
-7.574700067
-7.274287588
-3.264894799
-1.482337309
-1.979174004
0.217983738
1.014402119
-3.864823654
-0.976132273
-1.511232513
-3.830525377
-0.990597501
-8.748358354
-2.365125863
2.139595772
-0.67355441
5.189410373
-6.235608007
4.808182343
-2.183241951
5.826890812
-1.530398114
-3.337143175
-1.639007781
-0.607767768
9.504091624
-2.654484361
-0.503417101
-1.212136053
-1.988137055
-3.928306201
-3.651077736
-2.480780247
11.17801467
-1.718175539
0.41522551
-3.787730256
5.395594324
-4.815235552
5.688191432
0.451253586
0.572930667
-4.379578246
-0.228885428
-1.767551116
6.232474095
-1.494867082
-2.419848182
-2.250350672
-0.314183382
-1.578336644
-1.292885326
-8.550432716
0.420631567
-2.829910818
-4.034578359
2.428040371
3.716445696
-1.149210191
2.211025236
9.124995433
-6.285462404
-1.908729061
-2.845883442
-1.412619135
-3.314797214
-6.440894244
2.414496261
2.957871555
-1.975509643
4.238476284
2.628170592
-5.837604353
1.488676543
-6.829271392
6.735577016
-1.984302473
-6.555939172
-4.060873016
-4.787762615
-1.111383436
-4.876051302
-1.690595208
-5.98354235
3.436092225
-2.262126667
-2.089710357
-9.122019455
1.91843386
-1.719527777
1.416152497
2.841973143
-1.929072166
9.8857414
-4.118188476
0.649792458
1.106190863
-4.956150182
0.209314571
5.449656667
-2.242675697
-2.642267407
-5.133938841
8.945969315
-15.90445742
-4.618046787
-3.890350731
-9.647874552
3.778524758
-0.705008459
0
1.465931321
-5.479058349
-1.947741543
-7.151113018
-3.800111818
0.825431228
8.764078432
-0.697126028
1.662502099
0.103651364
1.319117586
-1.82692383
-3.845920157
-4.655693985
7.400856759
0.297315094
5.971780318
3.671890652
5.086732767
13.8302092
-4.49092105
8.494739277
-6.171559714
-8.084386287
-1.01173802
-6.332788817
2.598095123
-0.912279585
1.253868303
0.697465138
-5.09055806
-5.252564975
-1.551165549
8.527466242
-3.569068422
0.110569444
2.515535667
4.083918389
0
2.579173381
-4.410180463
-9.223680051
1.883733728
-3.930741939
15.92369445
0.954926199
-6.969923061
3.311245551
3.11347449
-1.90146961
-0.467062164
-1.729645096
-9.531986227
5.533750015
1.225240553
2.08308155
4.190677985
1.075696538
-9.89625698
2.598611695
-3.563443301
-4.134196333
0.153668874
-6.871088889
-3.526458499
3.141343161
3.539145807
0.902373675
9.522607905
-2.957177508
6.174165101
14.06380292
1.130372031
-6.644421681
7.251723541
-9.175520419
1.981623746
4.411001793
-1.428509977
9.955038443
-1.347041881
4.598816981
-10.07115322
0.209295244
-17.05651016
-2.605275555
3.492500205
-1.673896754
-2.635346081
10.04852263
1.645713045
2.990427336
9.714950699
-3.711351162
-2.824977825
-1.82028701
1.808281487
-17.7105898
-1.179659786
0.288629213
3.437252252
-4.911431806
-0.303996312
4.260644415
-2.810843391
2.179348117
0.641713432
-0.55029182
6.367168827
-1.888265523
2.638391343
0.953902305
-3.272940598
2.89906728
0.340828212
-2.264905178
6.804739758
3.423145154
6.503954108
-1.327537038
-6.644420229
-2.83863119
-1.777572986
-7.967144672
1.503473716
-4.222643598
-0.362392182
-0.740818284
-0.209236364
-4.076227342
-0.581203103
-0.73829015
-0.732879349
-2.176112538
4.304959668
5.16104327
4.447464801
1.186077655
2.688421021
2.022950763
4.406099583
-4.528860605
-1.98769795
-1.605240543
1.114428629
1.52390166
6.716385266
12.76078427
-3.89625487
4.935190209
3.519789192
2.402902276
-7.269876062
3.070893482
3.239433506
2.716145014
2.761868198
10.24873345
-4.628494365
-2.06485388
6.011773003
-3.946919123
8.107844055
-2.220415731
-5.871500952
-9.952959535
-1.317881844
6.451005989
2.926437079
0.973778702
12.5805184
5.746379111
6.419734712
-12.16611382
-14.96659652
-0.41522551
-7.549918147
3.372000247
-3.072705504
-5.37666818
-2.906096271
5.440304898
2.856734052
0.27160334
3.081639199
-5.388073239
-7.125635906
7.546157972
2.89296983
1.002696768
1.21961691
-0.457261657
-3.172110411
2.52666296
0.073136842
-1.409394924
-7.194143704
4.883715775
0.070516892
2.55783038
-6.757342483
0.447428039
-4.308604194
-0.156067141
-1.624165633
4.270972325
-3.204055591
9.51034294
-3.31290343
-2.592260237
1.784313357
-0.62542692
-1.118685431
1.390129681
0.204067821
2.76146223
0.280387118
-1.116862091
-1.43351869
1.170086995
-5.848833928
-2.004075088
-5.030073847
4.646784762
-1.769510276
-2.217770386
3.783458935
0.907644454
-1.187222727
1.187222727
-2.222454798
1.799567002
-2.1255861
-0.11260558
-2.25034224
-0.46352852
0.255894857
1.462571392
0.37211653
-4.412212282
-2.663382631
-1.356966544
0.137158554
-0.774756069
2.435502346
0.829105001
0.058647588
3.316143553
1.823684347
-1.252010954
-1.525268645
1.147840791
0.903326455
1.097353962
3.456013011
-0.217934834
2.044055643
-0.833012757
-1.670990037
1.179652095
-3.261089584
0.437911241
0.565861302
2.852402885
3.687236331
-0.470083466
-0.667737524
-2.588333419
3.995769023
-0.511647811
-1.585537179
0.370812238
0.652248569
-2.778871112
1.189012505
1.536454066
-2.673498271
0.012996296
2.167857346
-2.957556576
-2.659358957
-3.85491977
-2.364006936
0.924615407
-0.285408685
-2.463178719
0.41797344
0.489854024
-1.566066459
-0.882375518
2.881977134
1.777087401
1.845760826
-0.558525007
-1.728527012
1.100884638
0.036103256
0.506818992
0.46077443
0.940235268
2.459140314
-1.571888652
0.285094708
3.190888028
13.28908186
3.303380262
-2.892702067
1.212494523
2.836641612
-4.342649701
-0.904455473
1.713699939
1.353482401
-2.148071631
3.171560397
-0.888626979
-6.022762312
-3.809060991
-2.469924215
1.173659778
0.120813492
1.175450945
-0.690732075
2.917016135
1.146064256
-2.45760373
1.367141365
2.949067331
-2.809927194
-0.347488014
-2.277190307
-1.173073521
2.318905182
-1.929407678
-2.09076129
-3.737906865
-1.161189369
0.163265342
1.916180702
4.226441804
-0.133564866
1.546873268
-3.293411445
2.120970281
2.194318031
0.425444957
1.301236522
-1.931893945
0.76828475
0.746478446
0.180543067
-1.995524829
-2.090010681
-0.080032017
1.072396336
-0.013476181
0.608233273
0.393941962
-0.826843071
-1.140875404
0.723282017
2.587290289
-0.577718251
1.534132776
2.396168201
-0.398633785
1.085724951
0.374154991
0.520382788
3.795774292
-1.731128144
-2.772281421
1.376534088
0.160619148
-5.680925324
0.027616681
-1.901432021
0.925680446
-2.791631624
2.110151544
-0.892500853
-1.456758137
-3.48121979
-4.974160421
-0.316494482
-0.714505008
-0.697453525
-2.21612435
0.493480029
2.275397471
-2.815748838
-1.523019615
0.046162724
-1.977320265
-0.271247906
-1.955915943
3.239513961
-1.317452332
-1.744815543
0.32206147
-0.443951895
1.281711611
7.244405674
-2.583323229
0.035263004
-1.898164706
0.810752646
-2.367382452
1.660501937
0.370199405
-6.733797176
-1.75075628
-3.278295354
-1.878181167
2.633213972
-1.289408756
3.313493378
-1.940993633
0.625392908
-0.781131921
-3.526659807
0.401405456
-5.563779009
-0.701358197
3.273630455
-1.019475794
1.557663893
-2.087555783
-3.000556372
0.983937095
0.35849095
-1.416999264
-0.872071581
1.282903158
-1.292139753
4.80561582
-1.280649152
-0.752994074
13.01322628
-4.432008709
0.716476768
-1.077954053
-3.445122875
2.879714019
-4.871693897
0.872768472
8.485580857
3.480034835
-5.696103893
-1.08469983
-4.264605605
5.087484057
-2.754313056
-1.784951338
-5.218744724
-0.075865343
-1.121753762
-2.654736673
3.228181252
-1.031710521
-0.205070915
-6.994222981
1.064954199
-0.078950835
-1.116160873
-2.989887016
2.877220713
-4.13173244
3.535850026
-0.968260853
2.74037116
2.215420692
0.43103515
-2.136833441
-6.166044052
1.049048002
1.484006998
-2.093128995
1.923378488
1.13429215
2.598000066
6.275607308
-3.978293206
0.099130365
-0.476726785
14.36324886
16.44769576
-3.397481801
10.08851814
-12.4679166
6.919048042
7.14132177
7.019702263
-8.599098085
1.248291618
-1.976892291
-1.594683999
2.663376563
-7.166226147
3.109187092
-0.263868973
-5.243456785
-2.388489331
-5.320403606
2.421317732
5.526011179
-3.575786855
6.999697853
-5.17502058
-2.353049741
-1.748852203
-8.230030857
0.509330138
0.428176729
1.179085141
-4.422612716
2.503208256
0.124740141
-0.518727172
-4.214562145
-0.8987271
-0.900466102
2.166932025
0.199342237
3.8028169
0.895279767
-13.51639608
-1.90912833
-0.241686552
-1.64926597
0.644053574
-1.117821788
1.41033629
0.641199098
-0.49906529
-3.382450482
0.854447869
1.713478411
-5.648217195
3.467771488
1.058119152
-0.2090411
-2.805485759
-2.827662434
0.057587102
1.000711324
-1.230861023
-1.88684843
1.370940149
-2.061428642
-0.247732576
0.03991538
-0.708122464
4.882187798
2.503607816
-0.917671492
-0.833864592
-2.542474741
0.02453486
-0.065412921
-0.546159907
0.179007371
-1.206150535
0.791667435
-0.396617137
-1.443605149
0.486890853
0.763025267
4.992359672
-7.185342574
4.501122722
0.123839025
-0.016520734
-2.496051281
-1.312543853
2.357214649
4.223404059
-4.888720915
-0.048508369
-0.274437173
-0.016119932
-1.844584579
1.764023872
0.290322785
2.196454906
-2.261043961
-0.322320988
-1.699079681
-2.969010693
-1.137547099
-2.333451712
-1.58190401
0.990361321
-2.777350454
-2.28265387
1.746306176
-0.908774447
0.794724966
-1.020633993
0.381518055
-0.120264597
-0.613217781
-0.59551092
-0.793157988
-1.39015383
-3.604296052
-2.351976555
-2.969007727
-0.29958829
-0.602692184
1.560775846
0.277235386
-0.365285707
4.106562764
-3.955571858
-1.276213756
0.130625466
-1.304783066
-1.239445607
-1.356055133
0.546236239
-0.606080646
-0.143480625
1.577585705
1.47344701
1.139754657
-0.769520987
-0.382551216
-5.580950047
-1.106263635
0.537123357
-5.344525107
1.811432995
5.003192091
2.366763266
6.546164135
-7.104238133
1.282802378
3.421930001
-6.953214774
2.128872309
-3.211285112
-4.210611499
-4.365039924
4.782112683
-3.153970462
0.573998435
-0.935116676
1.147136653
4.51396924
-6.874992085
-2.550382236
5.813420217
-0.64044886
0.475839769
0.731838081
1.867441876
-5.095281329
-1.021448472
-1.653537583
0.239770769
-0.515317487
-2.218091655
-0.531767985
-0.905074561
-2.652465778
0.258681844
-1.532522719
1.537409946
1.308558617
1.587176461
-3.548504348
0.88763751
1.460672405
2.664809491
0.809887045
2.723315046
-3.154704375
-2.008996139

HW 5 Data Sets/lake.tsm
10.38
11.86
10.97
10.8
9.79
10.39
10.42
10.82
11.4
11.32
11.44
11.68
11.17
10.53
10.01
9.91
9.14
9.16
9.55
9.67
8.44
8.24
9.1
9.09
9.35
8.82
9.32
9.01
9
9.8
9.83
9.72
9.89
10.01
9.37
8.69
8.19
8.67
9.55
8.92
8.09
9.37
10.13
10.14
9.51
9.24
8.66
8.86
8.05
7.79
6.75
6.75
7.82
8.64
10.58
9.48
7.38
6.9
6.94
6.24
6.84
6.85
6.9
7.79
8.18
7.51
7.23
8.42
9.61
9.05
9.26
9.22
9.38
9.1
7.95
8.12
9.75
10.85
10.41
9.96
9.61
8.76
8.18
7.21
7.13
9.1
8.25
7.91
6.89
5.96
6.8
7.68
8.38
8.52
9.74
9.31
9.89
9.96