Free Statistics

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Author's title

Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationTue, 24 Nov 2020 07:40:17 +0100
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2020/Nov/24/t16062010972tkba8twt62bg22.htm/, Retrieved Sun, 09 May 2021 02:33:16 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=319298, Retrieved Sun, 09 May 2021 02:33:16 +0000
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IsPrivate?No (this computation is public)
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Estimated Impact22
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Kernel Density Estimation] [] [2020-11-24 06:40:17] [d41d8cd98f00b204e9800998ecf8427e] [Current]
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Dataseries X:
11.455.804
29.332.886
62.191.311
69.153.776
49.465.626
51.345.641
30.622.244
55.872.164
7.655.561
16.656.451
32.168.822
68.287.604
103.288
34.909.358
6.130.999
46.384.438
79.617.834
89.458.241
24.497.795
26.329.406
61.893.723
20.414.829
10.927.938
0.73493386
35.031.847
9.033.562
87.579.618
4.899.559
63.482.659
29.117.379
32.663.727
43.329.434
32.527.249
10.564.674
7.944.759
61.244.488
32.393.779
25.294.579
29.625.241
57.379.961
97.991.181
61.244.488
15.716.767
7.464.172
23.590.469
61.197.413
1.220.489
55.732.484
4.423.213
10.968.499
20.029.644
78.392.945
48.253.233
33.406.084
62.782.903
20.747.318
36.746.693
54.109.208
66.348.195
33.684.468
63.553.039
4.899.559
4.749.134
24.655.845
70.431.161
25.922.086
4.899.559
49.865.907
3.075.532
43.940.856
77.248.869
14.382.577
9.634.427
57.382.223
43.388.466
44.113.344
10.634.978
76.963.907
11.660.951
1.384.658
14.861.996
50.862.936
90.346.479
24.497.795
71.962.273
55.120.039
32.143.846
1.031.706
61.244.488
64.555.001
23.437.285
4.899.559
39.808.917
0.86855819
67.368.937
0.83195229
45.495.905
60.088.932
86.855.819
30.622.244
15.250.024
5.345.367
70.431.161
61.244.488
35.956.441
3.676.112
20.489.884
24.497.795
30.013.006
50.752.404
44.855.118
89.530.095
10.734.989
14.290.381
4.899.559
82.680.059
34.344.948
73.493.386
48.510.486
47.283.954
55.120.039
68.086.976
26.175.726
40.256.208
54.373.155
12.283.894
39.808.917
40.483.645
11.092.494
52.057.815
3.122.268
39.808.917
72.640.521
58.301.389
31.919.678
39.156.312
33.328.396
46.044.049
28.467.856
10.881.709
14.329.641
38.277.805
81.148.947
7.464.172
58.168.281
64.337.644
25.320.159
44.960.659
17.978.221
52.057.815
0.31847134
59.144.677
101.985
47.464.478
54.284.887
42.540.191
61.244.488
4.899.559
79.617.834
58.519.878
41.904.123
23.382.624
79.617.834
2.756.002
59.429.339
21.149.176
50.526.703
31.847.134
16.472.655
52.057.815
10.615.711
48.131.688
9.933.416
5.678.538
35.783.296
46.161.699
80.394.371
71.451.903
74.332.435
2.008.016
20.029.644
32.812.198
19.935.608
93.755.581
59.713.376
97.531.847
45.933.366
70.431.161
55.975.028
6.255.687
27.613.122
4.899.559
10.105.341
25.697.342
77.351.672
2.756.002
9.353.908
57.758.026
50.065.363
5.709.151
0.52581949
21.435.571
7.655.561
85.742.283
31.120.978
39.769.108
37.659.204
73.493.386
10.411.563
58.182.264
0.22116065
4.899.559
31.070.374
38.370.041
43.866.575
37.284.449
45.933.366
63.220.117
60.509.554
43.927.081
64.306.712
57.324.841
45.933.366
36.860.109
71.560.455
70.431.161
47.770.701
94.928.956
37.913.254
33.684.468
39.808.917
57.324.841
22.058.621
19.053.841
47.770.701
23.810.941
45.569.882
79.617.834
5.538.632
96.630.192
52.057.815
6.407.874
56.962.353
39.808.917
45.933.366
95.694.512
85.742.283
0.76253701
57.253.274
18.473.419
33.641.338
4.732.115
21.435.571
41.340.029
76.846.912
37.052.915
54.075.133
39.676.662
60.983.873
33.174.098
11.722.871
37.454.626
79.617.834
25.409.947
42.200.266
44.585.987
7.655.561
53.841.308
56.653.097
52.057.815
54.491.294
41.141.335
11.889.597
30.622.244
45.627.144
4.899.559
0.82612539
18.373.346
627.756
47.464.478
52.057.815
32.094.011
52.057.815
58.182.264
62.394.385
11.811.437
58.182.264
29.047.966
41.033.807
73.493.386
0.50470893
0.46972174
46.315.084
35.985.462
64.306.712
63.694.268
43.517.823
46.848.373
39.704.432
10.707.113
47.464.478
98.436.595
45.062.611
5.463.969
4.199.622
31.847.134
56.267.021
21.435.571
36.746.693
57.406.851
79.617.834
1.378.001
51.328.714
30.622.244
68.243.858
13.132.839
55.120.039
59.395.187
65.867.908
40.946.315
66.097.825
53.524.595
20.603.506
36.396.724
65.787.506
25.142.474
53.287.527
73.493.386
90.991.811
86.660.951
21.713.955
92.993.631
28.152.162
70.431.161
74.630.507
53.928.785
32.519.961
42.871.142
59.151.437
71.349.829
11.636.453
51.778.246
46.540.697
0.77675936
53.841.308
11.198.992
74.535.845
78.115.611
82.680.059
18.515.775
4.512.271
37.898.089
35.713.791
10.615.711
55.120.039
12.086.732
4.899.559
25.875.796
31.531.816
24.419.527
38.781.215
60.776.973
547.977
87.172.811
56.543.214
76.007.479
81.065.431
23.645.204
41.904.123
56.617.127
79.617.834
58.460.648
41.218.217
50.616.149
52.488.066
4.099.136
12.327.923
25.076.734
58.494.735
55.120.039
30.622.244
83.204.223
0.89124441
78.283.457
43.987.754
84.503.174
0.23144719
26.724.867
35.812.038
10.411.563
70.063.694
95.823.234
45.933.366
67.572.332
73.493.386
10.394.821
65.109.696
18.373.346
35.649.777
90.239.812
62.101.911
64.306.712
10.105.341
11.785.314
34.702.176
42.462.845
62.554.875
13.609.886
64.306.712
67.368.937
58.877.054
17.416.401
10.436.795
51.297.397
70.117.979
10.564.674
90.991.811
33.075.658
3.558.339
73.493.386
54.927.119
1.561.134
1.215.153
47.961.201
54.140.127
66.348.195
12.489.072
30.622.244
5.984.347
75.081.651
12.853.238
58.182.264
7.556.947
23.161.552
42.871.142
1.133.023
32.563.531
48.253.233
99.102.912
56.068.897
4.153.974
48.745.613
16.634.305
32.587.765
69.665.605
10.227.235
28.141.797
52.057.815
1.049.425
97.991.181
97.640.676
79.617.834
42.871.142
70.431.161
36.419.848
65.639.131
13.771.734
41.513.955
25.477.707
67.368.937
42.871.142
91.866.732
58.182.264
70.431.161
41.596.256
49.761.146
51.309.919
53.588.927
26.423.386
38.216.561
45.933.366
45.924.179
55.120.039
57.555.061
40.943.318
31.800.023
69.563.705
10.555.395
3.613.127
97.644.514
27.936.082
52.057.815
46.044.049
91.866.732
81.570.315
10.110.201
1.216.923
59.883.499
16.229.789
75.687.886
10.184.616
70.035.302
41.226.063
33.843.925
48.149.014
71.202.941
36.746.693
91.866.732
6.130.999
2.756.002
58.182.264
1.133.023
16.003.585
13.099.078
24.430.678
40.904.575
43.498.524
1.112.634
0.68326578
73.162.334
4.899.559
67.368.937
62.650.099
33.649.802
41.690.793
52.423.265
28.204.104
85.742.283
91.866.732
41.728.932
10.133.179
5.846.666
7.655.561
32.497.075
56.729.184
40.946.315
73.493.386
82.009.787
52.057.815
99.522.293
29.694.297
55.120.039
55.168.263
14.392.455
50.526.703
1.042.566
62.605.477
2.756.002
4.069.356
37.671.769
22.500.692
45.987.089
15.833.092
89.214.234
20.845.397
4.899.559
40.180.588
62.520.415
34.351.965
57.449.731
59.551.551
47.842.464
40.355.397
89.419.598
91.866.732
54.595.086
58.159.123
26.407.242
24.497.795
278.953
79.123.314
59.250.481
79.617.834
40.300.385
46.115.952
51.537.484
53.078.556
76.128.607
88.804.508
33.684.468
51.644.001
47.996.567
38.026.428
25.578.013
55.120.039
13.469.397
70.431.161
59.713.376
11.071.436
31.154.805
4.899.559
53.588.927
37.688.916
55.501.229
21.055.956
38.680.729
73.493.386
10.702.018
5.790.388
68.898.338
65.837.825
53.323.723
34.920.103
55.547.326
96.282.032
40.880.379
23.451.498
0.81381091
37.988.629
16.116.971
96.460.069
3.993.371
34.663.547
99.029.957
4.899.559
24.880.573
39.277.041
30.622.244
49.847.688
2.756.002
87.334.929
21.435.571
56.714.074
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39.808.917
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39.808.917
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59.666.761
61.244.488
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84.744.901
63.517.011
52.057.815
70.337.228
57.787.138
39.808.917
10.049.056
91.281.594
51.574.306
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37.512.558
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82.680.059
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21.435.571
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64.306.712
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13.221.964
82.680.059
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15.311.122
1.378.001
97.991.181
39.808.917
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58.182.264
51.844.171
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44.855.118
75.004.465
10.291.713
16.331.863
54.190.149
56.869.882
15.938.603
49.330.412
99.604.204
51.412.413
73.738.364
11.745.042
4.934.063
86.855.819
92.547.226
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16.359.829
40.899.572
74.468.422
78.086.722
36.746.693
51.208.114
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83.319.302
73.091.782
50.480.305
51.760.606
53.588.927
67.368.937
29.322.169
11.146.497
79.355.262
71.043.606
7.285.292
55.676.807
14.147.477
88.804.508
10.166.585
10.071.316
50.271.719
53.588.927
55.120.039
42.951.311
97.991.181
91.866.732
89.825.249
75.024.498
11.024.008
46.976.249
12.310.142
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86.763.025
53.524.595
54.140.127
1.171.596
12.248.898
61.244.488
25.802.076
52.380.154
84.256.984
4.251.088
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14.345.556
85.742.283
25.856.937
8.492.569
53.588.927
96.641.629
71.025.982
63.088.617
67.472.741
52.727.043
12.358.589
49.488.233
11.769.593
51.037.073
91.866.732
10.105.341
58.578.419
45.933.366
11.636.453
0.33823707
81.242.688
33.113.228
2.769.316
33.641.338
44.541.446
10.044.096
1.133.023
67.368.937
46.155.266
65.837.825
49.902.916
88.192.063
35.739.561
46.605.562
47.022.614
39.291.918
9.820.702
35.828.025
82.680.059
64.306.712
59.416.294
39.925.282
60.661.207
85.742.283
82.680.059
1.199.623
12.119.962
63.042.108
9.352.576
68.403.592
72.544.724
36.557.416
69.205.039
11.266.675
91.866.732
35.884.094
34.551.136
97.206.055
14.618.356
11.557.428
65.981.631
39.196.472
44.541.446
52.432.643
18.373.346
7.814.343
70.063.694
13.491.889
71.451.903
75.513.822
79.617.834
77.351.672
87.103.272
50.516.143
4.899.559
26.818.639
1.433.633
1.200.392
150.049
33.587.712
10.411.563
48.124.558
79.617.834
82.067.614
62.814.859
22.911.836
52.057.815
55.547.326
40.725.235
6.916.015
62.738.256
13.081.823
18.947.029
61.048.819
83.079.479
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97.338.418
39.808.917
7.655.561
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61.269.035
0.41521687
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73.493.386
55.947.667
33.307.541
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33.862.775
66.230.765
47.131.065
73.493.386
48.658.722
72.019.751
53.078.556
17.692.852
97.991.181
1.081.064
10.264.991
88.804.508
92.119.808
11.186.208
57.842.016
11.352.637
59.713.376
30.622.244
15.311.122
7.381.786
87.035.645
90.991.811
77.257.198
30.622.244
46.273.613
63.694.268
46.768.518
10.105.341
47.770.701
97.991.181
7.655.561
399.964
91.866.732
13.480.268
96.379.484
13.159.973
10.973.544
40.385.858
88.071.086
98.036.886
17.318.683
91.866.732
42.392.191
39.808.917
10.944.032
92.310.533
48.737.038
10.170.741
46.492.166
87.652.662
26.613.204
73.528.736
88.804.508
73.493.386
63.030.786
41.093.076
45.933.366
61.244.488
10.207.415
11.024.008
612.817
97.991.181
22.037.421
59.620.219
58.182.264
27.793.862
33.777.263
7.979.595
21.435.571
29.675.738
27.751.399
71.962.273
12.738.854
77.168.055
13.800.425
97.491.226
10.105.341
10.748.408
94.472.372
22.116.065
66.878.981
7.760.451
10.317.979
26.539.278
90.641.842
54.622.228
12.827.318
7.655.561
99.697.817
20.414.829
70.431.161
1.378.001
42.019.793
85.742.283
10.717.785
59.710.802
10.991.489
66.348.195
15.311.122
72.243.026
4.028.983
23.161.552
11.636.453
41.721.136
45.933.366
7.655.561
41.646.252
37.111.464
74.412.053
54.532.763
67.759.859
96.926.059
73.493.386
62.856.185
10.384.935
70.171.651
26.807.352
1.384.658
70.431.161
38.346.815
0.18462107
70.219.868
66.589.461
58.182.264
97.991.181
35.956.441
3.766.536
64.306.712
42.150.618
7.464.172
35.361.148
7.361.649
7.041.033
67.341.957
10.424.594
30.707.475
38.837.968
22.768.282
61.856.933
16.798.488
89.350.676
34.491.481
85.742.283
64.467.882
75.026.651
42.914.577
36.746.693
70.147.872
4.899.559
71.812.164
79.047.778
66.753.817
4.342.791
12.248.898
45.495.905
44.089.975
7.893.734
14.698.677
45.495.905
7.516.369
80.842.724
22.123.968
79.940.174
18.462.291
70.431.161
12.243.292
7.655.561
38.277.805
75.998.842
92.162.123
11.636.453
5.199.532
2.994.175
72.132.397
0.81659317
74.854.374
77.748.871
67.254.817
76.203.074
80.152.182
24.674.038
12.397.911
14.297.569
26.028.907
36.746.693
16.326.282
70.431.161
35.985.462
10.887.909
84.211.171
72.379.849
49.248.145
88.008.473
60.792.793
43.768.213
2.895.194
32.663.727
49.495.545
10.717.785
20.445.074
72.592.731
61.244.488
42.462.845
65.919.035
99.522.293
82.680.059
76.215.363
33.188.502
65.327.454
90.474.812
3.694.112
84.628.747
89.825.249
8.336.946
22.966.683
15.923.567
53.674.945
61.175.285
42.816.375
11.024.008
7.655.561
56.533.374
1.190.391
53.343.949
54.630.561
64.306.712
82.333.703
33.121.019
66.905.743
40.829.659
47.782.646
1.352.581
45.150.367
51.518.685
6.902.827
11.082.336
82.325.924
8.632.942
58.244.268
46.584.903
46.809.435
39.808.917
13.859.401
67.254.817
66.450.269
99.105.113
97.991.181
35.840.826
50.526.703
33.116.604
39.512.573
16.854.051
44.293.649
10.110.201
66.668.718
35.102.051
79.617.834
67.368.937
33.684.468
25.267.318
56.617.127
64.306.712
97.991.181
39.057.806
54.140.127
71.912.883
37.309.201
47.533.035
79.895.248
4.841.041
78.913.252
12.065.434
83.960.625
4.899.559
10.411.563
53.078.556
29.091.132
68.900.049
71.063.852
21.435.571
82.566.643
59.470.638
46.044.049
13.167.565
4.899.559
5.199.532
58.182.264
51.122.725
6.255.687
10.947.452
70.041.806
7.847.343
69.695.855
66.400.397
12.248.898
44.657.439
48.770.496
7.655.561
78.392.945
12.950.775
6.414.327
47.264.966
63.247.812
99.700.329
12.550.595
11.758.942
7.655.561
91.866.732
95.066.071
4.209.145
76.402.499
4.170.458
84.211.171
21.873.031
63.796.342
62.752.973
37.273.754
24.454.049
63.694.268
85.742.283
95.925.102
10.411.563
44.134.611
97.991.181
40.059.288
37.467.216
33.544.069
55.363.395
45.036.351
60.509.554
18.699.984
15.923.567
43.036.667
64.773.831
69.611.221
55.479.094
12.926.881
95.137.069
55.120.039
54.830.072
58.692.634
41.618.413
46.545.811
79.617.834
18.702.176
42.314.374
12.744.686
68.025.478
10.432.682
64.207.931
0.42462845
31.100.717
67.368.937
44.096.031
21.826.696
6.239.919
39.667.248
30.761.436
54.354.483
48.045.245
36.746.693
4.683.402
39.808.917
55.120.039
58.182.264
33.352.773
43.169.251
69.205.039
414.337
49.128.972
55.732.484
15.923.567
83.442.272
400.413
4.899.559
10.484.653
38.663.337
22.781.854
0.15348016
46.954.107
4.804.252
42.747.831
64.306.712
50.921.654
10.068.145
30.622.244
43.036.667
36.396.724
33.523.299
32.587.765
81.188.444
44.541.446
65.089.032
64.306.712
51.248.261
54.867.721
1.378.001
11.072.174
61.845.449
61.244.488
4.899.559
33.289.687
51.935.965
88.532.573
70.431.161
70.431.161
64.306.712
41.315.201
39.196.472
51.295.556
81.065.431
10.717.785
68.648.929
39.371.457
67.368.937
61.639.614
1.935.996
52.057.815
11.222.323
12.962.342
61.244.488
20.614.742
84.335.343
89.082.892
3.280.168
6.526.052
7.655.561
76.215.363
81.413.725
31.980.385
68.593.827
54.861.557
72.983.015
13.673.188
49.712.599
75.659.711
68.593.827
16.331.863
44.541.446
2.048.646
64.380.998
14.361.729
12.384.996
73.187.163
39.374.638
72.255.911
59.184.939
70.431.161
61.069.504
89.082.892
81.659.317
86.056.662
53.201.708
9.380.599
59.916.898
75.161.163
44.096.031
10.044.974
40.734.706
85.742.283
45.905.778
91.646.428
64.050.101
63.262.929
94.580.815
6.230.961
10.704.919
11.942.675
10.176.007
23.945.213
11.795.235
17.515.924
36.746.693
51.182.894
66.776.248
58.115.208
47.120.759
56.012.547
66.144.047
63.838.192
11.636.453
52.057.815
75.073.889
381.911
43.074.221
25.376.202
33.684.468
40.829.659
35.454.215
35.385.704
52.470.206
79.617.834
88.158.156
51.886.714
82.921.748
44.386.249
10.050.839
58.182.264
56.036.012
43.695.276
1.893.964
93.120.274
97.991.181
67.177.548
58.593.211
33.011.714
11.548.961
68.900.049
28.308.563
91.866.732
85.304.823
69.107.704
12.356.394
82.680.059
43.126.327
11.022.862
80.239.466
42.690.528
73.984.226
49.914.982
97.494.604
92.547.226
44.637.203
23.189.661
11.163.177
92.310.533
59.883.499
85.742.283
42.871.142
73.737.875
45.933.366
37.913.254
50.045.496
78.392.945
83.598.726
53.978.193
97.292.669
61.392.065
57.665.592
35.451.355
40.087.301
51.160.054
54.987.857
38.512.813
55.120.039
70.836.998
7.655.561
63.847.502
7.655.561
60.048.468
46.001.415
47.784.755
76.740.081
95.466.818
13.473.787
69.715.119
62.257.555
69.213.621
32.364.973
13.167.565
38.277.805
40.996.895
98.896.829
4.899.559
28.886.289
11.636.453
22.747.953
88.119.274
68.243.858
33.736.404
39.129.584
27.454.426
83.580.713
63.137.175
71.266.313
27.874.953
81.659.317
45.116.773
47.464.478
33.684.468
45.933.366
56.651.151
0.52509701
53.674.945
17.860.774
40.167.556
86.395.405
29.936.306
76.619.673
42.389.125
58.593.211
76.215.363
1.723.347
89.046.262
75.661.684
40.846.023
79.617.834
3.966.242
34.821.467
42.652.411
19.337.918
10.499.055
29.488.087
25.325.752
81.178.968
64.306.712
32.996.835
45.333.998
23.094.368
2.511.024
22.419.665
36.491.507
5.144.537
43.203.476
48.348.046
11.279.193
28.266.687
25.905.504
87.961.214
33.790.062
61.244.488
1.961.746
38.435.029
40.829.659
26.539.278
36.087.404
56.344.929
55.120.039
4.899.559
19.324.717
52.057.815
64.313.584
7.893.734
43.342.253
70.147.872
5.268.432
73.493.386
50.685.094
86.596.857
94.054.035
26.152.928
11.263.354
61.244.488
79.216.737
59.316.169
85.742.283
39.398.516
49.261.871
20.679.957
38.663.337
79.617.834
47.180.939
16.703.042
44.437.861
83.243.993
11.200.782
49.761.146
32.447.411
29.652.825
41.467.622
39.664.308
54.626.301
70.890.753
14.623.684
63.893.046
37.031.551
73.891.262
94.928.956
1.165.139
67.368.937
11.268.986
45.512.039
42.871.142
46.044.049
39.808.917
10.846.945
45.964.935
33.700.671
10.795.639
3.122.268
6.727.021
47.668.133
41.340.029
70.186.521
85.742.283
43.649.249
57.382.223
7.655.561
44.402.254
21.362.886
72.106.718
50.729.948
94.783.136
55.120.039
37.913.254
10.593.641
80.629.187
51.819.065
82.232.974
4.423.213
10.166.585
5.287.712
73.588.927
85.304.823
24.880.573
38.299.033
15.311.122
99.714.051
13.381.921
7.655.561
47.775.478
53.189.367
26.305.452
41.596.256
61.244.488
41.010.394
54.207.887
61.244.488
74.235.743
1.007.024
3.899.649
61.433.514
52.018.912
55.120.039
81.659.317
45.933.366
7.979.595
74.703.153
70.431.161
61.132.524
68.243.858
32.663.727
7.742.415
10.564.674
4.516.606
15.923.567
86.752.049
54.765.165
4.899.559
58.976.174
78.392.945
59.319.458
61.426.222
58.197.808
28.155.619
42.564.919
55.120.039
55.608.358
10.441.683
7.655.561
30.819.807
45.933.366
37.349.518
73.493.386
31.453.959
83.292.504
5.538.632
6.410.638
10.411.563
16.147.842
50.270.249
65.357.924
50.674.754
30.603.852
7.025.103
88.804.508
20.061.187
12.248.898
47.315.742
11.231.423
50.955.414
17.296.475
4.899.559
61.244.488
36.746.693
32.449.772
25.275.503
74.504.762
36.746.693
33.036.446
28.478.687
47.770.701
45.951.776
47.629.784
67.368.937
0.35385704
19.730.211
48.621.578
59.806.824
13.269.639
48.862.931
32.663.727
23.371.184
42.356.953
70.458.261
0.39908689
5.466.202
14.262.039
28.697.417
22.116.065
29.973.773
48.580.374
33.406.084
7.655.561
45.933.366
40.829.659
42.871.142
2.987.536
46.545.811
55.120.039
64.306.712
77.090.964
33.273.125
44.096.031
64.500.524
35.168.614
66.438.465
3.814.028
4.028.096
21.254.094
10.669.057
10.698.497
55.520.427
36.746.693
4.696.022
61.396.837
2.756.002
34.286.769
3.629.303
68.900.049
29.869.835
72.793.449
10.411.563
85.687.355
63.666.586
55.120.039
34.020.677
42.255.275
39.808.917
65.723.545
58.657.977
50.021.676
61.146.497
89.082.892
56.533.374
91.866.732
14.421.344
47.662.377
35.605.491
42.274.956
70.458.261
21.231.423
75.467.142
42.871.142
45.919.123
69.358.549
36.746.693
56.200.824
58.144.145
77.205.173
10.474.168
81.774.151
3.655.921
45.933.366
53.078.556
45.933.366
88.875.722
50.955.414
76.331.346
25.332.947
3.899.649
65.841.265
15.165.302
42.819.676
35.934.707
4.342.791
5.790.388
2.076.987
61.244.488
28.562.452
55.120.039
42.871.142
71.451.903
45.387.839
29.091.132
4.153.974




Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R ServerBig Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319298&T=0

[TABLE]
[ROW]
Summary of computational transaction[/C][/ROW] [ROW]Raw Input[/C] view raw input (R code) [/C][/ROW] [ROW]Raw Output[/C]view raw output of R engine [/C][/ROW] [ROW]Computing time[/C]1 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=319298&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319298&T=0

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R ServerBig Analytics Cloud Computing Center



Parameters (Session):
Parameters (R input):
par1 = 0 ; par2 = no ; par3 = 512 ;
R code (references can be found in the software module):
if (par1 == '0') bw <- 'nrd0'
if (par1 != '0') bw <- as.numeric(par1)
par3 <- as.numeric(par3)
mydensity <- array(NA, dim=c(par3,8))
bitmap(file='density1.png')
mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE)
mydensity[,8] = signif(mydensity1$x,3)
mydensity[,1] = signif(mydensity1$y,3)
plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
mydensity1
bitmap(file='density2.png')
mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE)
mydensity[,2] = signif(mydensity2$y,3)
plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density3.png')
mydensity3<-density(x,bw=bw,kernel='rectangular',na.rm=TRUE)
mydensity[,3] = signif(mydensity3$y,3)
plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density4.png')
mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE)
mydensity[,4] = signif(mydensity4$y,3)
plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density5.png')
mydensity5<-density(x,bw=bw,kernel='biweight',na.rm=TRUE)
mydensity[,5] = signif(mydensity5$y,3)
plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density6.png')
mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE)
mydensity[,6] = signif(mydensity6$y,3)
plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density7.png')
mydensity7<-density(x,bw=bw,kernel='optcosine',na.rm=TRUE)
mydensity[,7] = signif(mydensity7$y,3)
plot(mydensity7,main='Optcosine Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
load(file='createtable')
ab<-table.start()
ab<-table.row.start(ab)
ab<-table.element(ab,'Properties of Density Trace',2,TRUE)
ab<-table.row.end(ab)
ab<-table.row.start(ab)
ab<-table.element(ab,'Bandwidth',header=TRUE)
ab<-table.element(ab,mydensity1$bw)
ab<-table.row.end(ab)
ab<-table.row.start(ab)
ab<-table.element(ab,'#Observations',header=TRUE)
ab<-table.element(ab,mydensity1$n)
ab<-table.row.end(ab)
ab<-table.end(ab)
a <- ab
table.save(ab,file='mytable123.tab')
b<-table.start()
b<-table.row.start(b)
b<-table.element(b,'Maximum Density Values',3,TRUE)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Kernel',1,TRUE)
b<-table.element(b,'x-value',1,TRUE)
b<-table.element(b,'max. density',1,TRUE)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Gaussian',1,TRUE)
b<-table.element(b,mydensity1$x[mydensity1$y==max(mydensity1$y)],1)
b<-table.element(b,mydensity1$y[mydensity1$y==max(mydensity1$y)],1)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Epanechnikov',1,TRUE)
b<-table.element(b,mydensity2$x[mydensity2$y==max(mydensity2$y)],1)
b<-table.element(b,mydensity2$y[mydensity2$y==max(mydensity2$y)],1)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Rectangular',1,TRUE)
b<-table.element(b,mydensity3$x[mydensity3$y==max(mydensity3$y)],1)
b<-table.element(b,mydensity3$y[mydensity3$y==max(mydensity3$y)],1)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Triangular',1,TRUE)
b<-table.element(b,mydensity4$x[mydensity4$y==max(mydensity4$y)],1)
b<-table.element(b,mydensity4$y[mydensity4$y==max(mydensity4$y)],1)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Biweight',1,TRUE)
b<-table.element(b,mydensity5$x[mydensity5$y==max(mydensity5$y)],1)
b<-table.element(b,mydensity5$y[mydensity5$y==max(mydensity5$y)],1)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Cosine',1,TRUE)
b<-table.element(b,mydensity6$x[mydensity6$y==max(mydensity6$y)],1)
b<-table.element(b,mydensity6$y[mydensity6$y==max(mydensity6$y)],1)
b<-table.row.end(b)
b<-table.row.start(b)
b<-table.element(b,'Optcosine',1,TRUE)
b<-table.element(b,mydensity7$x[mydensity7$y==max(mydensity7$y)],1)
b<-table.element(b,mydensity7$y[mydensity7$y==max(mydensity7$y)],1)
b<-table.row.end(b)
b<-table.end(b)
a <- b[1]
table.save(b,file='mytable2a.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Kernel Density Values',8,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'x-value',1,TRUE)
a<-table.element(a,'Gaussian',1,TRUE)
a<-table.element(a,'Epanechnikov',1,TRUE)
a<-table.element(a,'Rectangular',1,TRUE)
a<-table.element(a,'Triangular',1,TRUE)
a<-table.element(a,'Biweight',1,TRUE)
a<-table.element(a,'Cosine',1,TRUE)
a<-table.element(a,'Optcosine',1,TRUE)
a<-table.row.end(a)
if (par2=='yes') {
for(i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,mydensity[i,8],1,TRUE)
for(j in 1:7) {
a<-table.element(a,mydensity[i,j],1)
}
a<-table.row.end(a)
}
} else {
a<-table.row.start(a)
a<-table.element(a,'Kernel Density Values are not shown',8)
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')