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 computationWed, 25 Nov 2020 10:55:47 +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/25/t1606298186lr952jvp7l6jcjx.htm/, Retrieved Sat, 15 May 2021 23:00:45 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=319299, Retrieved Sat, 15 May 2021 23:00:45 +0000
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Estimated Impact26
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Kernel Density Estimation] [] [2020-11-25 09:55:47] [d41d8cd98f00b204e9800998ecf8427e] [Current]
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Dataseries X:
63.152.956
547.977
36.421.699
45.933.366
24.181.575
20.940.581
55.120.039
35.484.272
58.182.264
38.277.805
67.368.937
12.861.342
7.655.561
24.497.795
61.056.621
82.680.059
18.624.055
39.808.917
47.634.602
63.805.956
56.311.238
24.880.573
12.237.383
13.456.535
0.75111165
1.133.023
38.947.577
29.985.153
32.678.962
13.551.972
42.871.142
76.249.388
44.437.861
11.342.815
90.641.842
39.808.917
34.507.052
80.967.289
87.352.138
72.758.452
55.120.039
97.863.588
70.431.161
0.78527179
40.087.301
36.121.513
31.847.134
58.182.264
22.747.953
54.478.927
24.035.573
9.033.562
49.740.959
93.276.124
58.734.468
32.832.097
21.435.571
25.605.736
91.866.732
28.351.911
58.976.174
25.332.947
82.680.059
14.102.052
0.72932367
45.933.366
33.777.263
31.847.134
5.007.411
23.189.661
3.387.993
24.497.795
58.182.264
53.588.927
71.432.823
5.599.636
38.277.805
80.713.228
39.439.175
63.455.414
54.836.124
69.801.937
10.047.012
55.120.039
6.255.687
32.344.745
19.183.215
11.091.042
51.844.171
51.366.345
42.418.194
3.902.835
67.803.575
10.261.854
45.930.644
0.43868145
73.493.386
45.933.366
47.245.748
48.172.135
85.304.823
61.951.871
47.046.902
50.833.414
5.790.388
51.037.073
69.908.342
43.162.053
77.100.274
57.109.839
19.819.298
58.175.871
36.746.693
2.756.002
49.481.497
39.808.917
41.571.449
4.744.452
6.613.622
2.737.576
52.495.275
39.851.788
79.617.834
61.182.562
31.429.922
61.244.488
48.621.578
18.094.962
23.810.941
36.746.693
69.840.206
12.248.898
73.493.386
19.780.828
32.153.356
47.278.219
87.296.712
6.654.625
46.267.022
30.622.244
59.061.957
44.795.968
33.684.468
2.807.039
77.241.183
36.945.631
64.988.282
23.891.985
45.933.366
45.933.366
40.829.659
24.560.772
7.655.561
31.649.325
49.425.376
36.746.693
20.220.402
97.991.181
75.826.509
29.903.412
42.871.142
45.933.366
12.132.241
61.244.488
71.463.086
33.616.419
21.435.571
19.598.236
4.322.111
0.10289074
25.477.707
79.617.834
65.739.496
42.871.142
32.938.447
69.107.704
44.479.237
0.77992981
47.230.919
39.317.449
13.504.085
35.385.704
28.705.479
24.811.139
41.340.029
15.329.547
24.497.795
44.613.442
40.429.137
33.684.468
51.087.252
72.599.849
82.680.059
32.153.356
49.146.811
56.395.966
43.036.667
45.933.366
27.186.578
44.053.672
23.828.757
79.617.834
47.890.427
96.096.962
0.93120274
28.201.186
35.107.077
39.808.917
55.120.039
29.488.087
45.933.366
44.785.032
30.421.143
35.783.296
520.378
26.154.651
2.799.748
6.548.653
44.855.118
26.211.633
78.340.543
62.784.349
45.933.366
64.306.712
52.477.254
12.535.891
22.798.843
7.655.561
4.899.559
98.369.525
73.493.386
44.605.328
17.646.227
6.587.087
37.913.254
58.182.264
95.601.152
31.376.486
47.938.485
0.51889424
2.943.358
33.924.121
61.372.081
43.854.116
36.746.693
28.172.464
39.196.472
29.236.713
60.884.226
17.095.431
91.866.732
25.297.811
48.131.688
40.185.658
31.867.051
15.696.087
30.622.244
4.899.559
51.574.306
17.085.372
57.562.599
57.413.645
99.079.972
23.700.193
47.770.701
33.684.468
79.617.834
30.009.799
48.344.795
50.526.703
64.306.712
0.7655561
52.002.695
34.805.611
0.92954832
18.761.645
42.871.142
37.555.582
36.746.693
15.923.567
54.082.564
51.366.345
17.122.115
44.607.615
29.013.279
60.445.247
82.680.059
62.856.185
56.651.151
56.651.151
31.847.134
58.614.357
6.511.874
17.777.507
68.243.858
42.462.845
53.895.149
29.785.089
16.331.863
2.756.002
39.709.094
62.605.477
32.570.932
3.155.134
61.244.488
36.938.917
31.154.805
0.91866732
12.248.898
1.728.474
55.872.164
44.437.861
32.729.405
36.746.693
5.144.537
52.086.434
64.512.475
45.933.366
38.964.682
50.179.307
57.569.819
0.42462845
50.906.418
58.674.351
46.083.708
42.871.142
4.472.912
7.123.701
85.495.661
10.411.563
30.330.604
59.713.376
54.439.545
22.568.835
56.617.127
25.477.707
59.021.715
28.784.909
37.103.457
76.471.357
44.897.275
42.194.336
61.244.488
39.808.917
51.196.338
33.868.202
16.543.966
89.327.326
51.366.345
39.808.917
57.526.182
81.731.582
75.932.666
10.419.404
44.912.625
40.143.446
30.896.473
37.733.571
59.713.376
38.216.561
58.182.264
40.059.288
55.120.039
67.368.937
94.361.878
70.431.161
73.065.743
66.494.016
91.993.096
7.655.561
76.072.101
72.741.749
33.684.468
28.708.354
56.962.353
62.704.201
43.036.667
11.452.719
12.489.072
50.726.044
70.147.872
64.306.712
67.368.937
36.746.693
0.44960659
74.832.849
32.148.526
32.920.013
50.593.273
30.622.244
30.330.604
3.642.875
3.461.645
45.933.366
68.593.827
51.924.675
90.723.662
79.617.834
24.497.795
14.698.677
0.42871142
79.617.834
73.493.386
50.551.006
51.848.809
36.316.907
49.852.788
0.07655561
0.47473988
70.929.028
27.322.229
40.227.958
49.358.765
36.746.693
33.093.662
53.737.099
47.574.718
26.628.038
52.942.805
32.663.727
48.407.643
11.857.975
41.571.269
67.368.937
28.466.712
2.756.002
39.808.917
60.306.275
53.744.944
21.435.571
45.933.366
33.684.468
57.511.754
61.480.953
27.746.777
47.651.572
24.497.795
70.122.129
81.659.317
35.433.038
23.707.544
77.307.027
33.684.468
61.244.488
45.933.366
37.467.216
59.713.376
18.872.376
18.387.491
26.028.907
30.622.244
58.021.094
73.493.386
1.481.262
48.285.041
64.994.151
36.746.693
5.729.114
68.243.858
32.459.579
47.691.215
34.634.553
55.120.039
58.903.453
32.563.531
38.602.586
48.459.422
80.978.823
4.103.005
33.684.468
42.871.142
52.764.482
47.770.701
48.745.613
37.359.138
58.182.264
40.194.111
56.816.483
7.655.561
73.493.386
4.683.402
5.790.388
20.489.723
23.221.868
99.263.794
49.761.146
37.969.757
48.144.292
22.707.006
55.732.484
73.720.217
64.729.947
15.824.663
32.449.772
0.60316541
19.798.396
73.493.386
4.962.845
3.221.889
51.075.592
46.855.553
22.116.065
22.747.953
26.444.832
74.138.064
72.633.814
75.886.737
7.469.477
26.589.637
57.259.401
2.756.002
4.336.631
89.825.249
77.025.626
36.396.724
26.710.499
56.140.781
51.113.312
53.973.275
23.653.044
70.194.928
45.267.665
96.241.338
7.091.467
45.495.905
55.201.699
25.225.452
10.557.061
76.993.071
6.026.848
50.417.626
50.103.652
39.808.917
37.784.735
44.912.625
0.22966683
61.703.822
12.248.898
39.808.917
0.44479237
44.317.494
30.622.244
25.077.993
31.070.374
66.348.195
60.251.334
56.969.623
12.312.036
38.901.222
2.756.002
51.751.592
27.052.942
41.845.131
39.352.151
43.826.331
10.899.088
73.961.923
64.306.712
14.091.652
68.243.858
36.053.359
56.927.971
24.115.017
53.588.927
0.42581126
30.622.244
24.566.933
67.368.937
12.669.746
24.126.616
25.735.058
98.344.211
0.61441416
6.616.024
15.127.389
9.392.703
49.608.035
48.932.856
22.116.065
33.684.468
55.271.885
75.456.271
51.328.714
9.366.804
59.323.092
37.945.521
3.899.649
85.742.283
627.756
36.746.693
11.961.365
30.622.244
57.124.904
67.924.086
31.161.579
75.636.943
38.496.535
53.725.249
30.547.251
95.903.301
12.395.986
59.250.481
49.485.003
39.196.472
30.622.244
32.685.216
11.154.189
29.856.688
61.030.132
41.449.632
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49.631.897
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52.588.759
30.219.908
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31.070.374
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36.746.693
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63.796.342
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35.276.825
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71.113.429
1.118.476
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6.244.536
21.231.423
23.945.213
71.432.823
59.028.227
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36.512.637
26.650.321
324.974
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1.559.605
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70.431.161
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0.91121985
16.331.863
90.165.496
27.014.275
79.268.122
58.182.264
82.719.828
67.691.276
82.935.244
72.052.339
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50.685.094
83.698.118
72.325.058
51.753.277
41.082.474
42.871.142
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41.739.363
34.450.024
91.866.732
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30.115.493
41.449.632
16.003.585
30.944.583
11.024.008
18.115.548
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64.306.712
40.727.585
19.035.068
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50.924.076
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44.855.118
12.283.894
29.856.688
15.311.122
12.156.506
43.967.511
35.521.803
61.863.972
25.624.131
25.971.548
46.443.737
25.787.153
42.062.252
45.933.366
15.923.567
27.408.197
44.402.254
16.939.965
63.694.268
19.200.975
72.624.376
36.746.693
36.746.693
38.216.561
7.655.561
96.708.574
6.720.986
71.009.596
10.795.639
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40.783.344
58.182.264
71.349.829
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42.871.142
2.099.811
66.302.906
39.808.917
2.695.103
7.655.561
6.848.846
55.732.484
0.66870622
52.531.355
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33.458.078
10.148.103
73.493.386
30.622.244
29.292.203
41.588.422
71.299.553
53.895.149
10.919.017
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31.450.896
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61.244.488
30.862.171
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76.963.907
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68.243.858
45.066.699
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52.057.815
21.963.541
43.823.577
45.933.366
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64.306.712
39.156.312
30.622.244
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5.790.388
2.388.535
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211.308
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11.905.471
74.126.949
25.477.707
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74.309.979
33.760.212
61.244.488
32.842.357
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47.120.759
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31.847.134
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79.617.834
46.436.087
2.763.975
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27.173.322
18.366.282
2.756.002
45.593.459
3.035.096
39.808.917
61.244.488
12.861.342
78.392.945
28.034.449
1.399.874
29.193.206
10.411.563
55.290.163
44.096.031
4.899.559
56.712.396
41.340.029
72.517.193
89.570.064
11.636.453
32.764.541
36.307.807
29.711.612
55.640.969
61.351.746
72.517.193
14.649.096
10.311.001
55.120.039
11.362.041
54.284.887
13.178.124
87.894.573
60.251.334
28.847.041
49.487.291
57.263.596
4.899.559
39.808.917
78.392.945
82.796.634
64.994.151
17.249.894
4.899.559
12.132.241
3.122.268
53.978.193
85.742.283
64.306.712
70.063.694
54.346.645
89.623.181
10.978.937
88.192.063
32.386.916
56.051.868
71.812.164
61.556.006
67.368.937
7.873.905
55.455.208
79.617.834
23.873.414
30.622.244
10.686.958
41.521.687
40.312.828
56.533.374
16.472.655
15.923.567
42.819.676
94.783.136
17.402.805
33.684.468
54.268.658
52.057.815
35.336.626
91.866.732
18.587.821
1.305.408
38.176.375
44.096.031
0.21231423
87.119.819
40.873.327
56.600.356
85.742.283
26.580.811
24.417.299
72.956.581
79.617.834
15.923.567
71.962.273
51.681.752
83.151.785
30.504.292
13.965.455
28.221.056
32.587.765
55.120.039
47.426.856
5.790.388
98.598.726
36.746.693
2.857.669
39.439.175
21.482.046
39.808.917
85.742.283
58.078.904
4.324.072
67.341.957
11.927.765
41.340.029
45.933.366
12.176.845
74.358.014
68.331.015
89.171.975
82.839.365
73.519.092
0.68243858
37.031.551
58.505.118
71.513.025
71.615.858
11.853.772
52.406.676
37.809.383
35.265.974
7.655.561
48.085.103
53.391.207
37.436.631
44.708.476
57.222.235
17.292.561
13.339.114
33.463.257
49.806.364
56.651.151
44.096.031
0.67570691
89.303.303
31.154.805
60.868.242
30.622.244
60.387.342
6.522.538
52.057.815
23.331.234
48.211.491
66.656.792
52.789.037
56.395.966
6.804.311
55.120.039
79.617.834
12.552.361
91.101.856
45.495.905
62.953.636
61.753.445
61.244.488
3.499.685
33.665.046
61.223.052
52.980.985
43.126.327
50.745.433
38.216.561
627.756
87.273.395
52.608.835
10.942.349
55.732.484
9.330.215
79.141.081
53.895.149
29.091.132
90.133.397
49.927.017
22.456.312
33.684.468
73.493.386
40.589.484
30.293.615
24.497.795
27.186.578
0.67982387
52.370.842
31.790.365
4.899.559
0.097991181
25.641.815
11.373.976
57.039.643
80.098.425
0.90806491
74.063.102
28.365.868
36.676.162
29.856.688
46.545.811
2.789.008
2.102.121
40.904.575
86.481.441
30.170.969
25.477.707
11.450.655
7.655.561
70.771.408
17.498.425
55.120.039
39.808.917
4.014.669
39.705.517
35.385.704
44.626.557
61.244.488
4.088.263
17.076.211
67.368.937
0.59416294
1.451.997
97.991.181
56.971.617
1.678.099
28.626.637
5.790.388
75.024.498
35.498.398
24.146.942
43.551.636
19.954.344
11.708.505
73.493.386
42.704.851
26.539.278
33.523.299
59.713.376
4.899.559
16.379.756
59.713.376
27.522.214
12.786.804
33.684.468
36.746.693
26.832.904
2.895.194
11.207.202
41.040.121
2.798.163
21.638.797
3.051.034
61.712.957
96.832.501
80.492.756
47.360.245
68.734.821
38.277.805
10.294.023
13.087.863
34.066.626
52.768.155
45.495.905
37.031.551
35.840.826
53.524.595
45.495.905
35.385.704
60.661.207
70.640.592
29.034.424
83.343.015
19.904.459
55.120.039
35.125.515
41.646.252
50.246.058
55.160.598
59.713.376
70.147.872
52.454.103
44.402.254
30.622.244
65.664.193
7.380.746
21.755.158
4.899.559
68.111.174
39.808.917
64.306.712
33.760.212
51.110.294
29.217.554
73.493.386
1.010.077
65.010.265
82.680.059
27.773.663
58.087.998
45.933.366
11.008.886
77.285.931
19.610.304
76.644.554
42.862.899
2.248.033
61.024.448
67.368.937
29.785.089
40.621.344
55.120.039
57.096.455
64.148.654
63.900.398
10.411.563
37.637.522
27.613.122
50.880.036
33.347.784
2.895.194
25.186.661
40.699.212
38.277.805
5.649.159
58.182.264
22.966.683
39.808.917
14.928.344
25.683.172
55.953.969
10.615.711
82.046.853
12.248.898
11.005.995
66.148.151
15.976.823
71.671.632
7.655.561
41.513.955
95.983.723
6.486.178
94.222.289
80.440.522
4.899.559
4.899.559
46.584.903
35.092.098
18.423.962
30.696.033
3.934.781
30.622.244
61.244.488
4.899.559
53.588.927
6.250.372
39.808.917
58.644.338
46.350.289
16.193.458
51.644.001
39.282.808
40.867.083
6.244.536
45.001.385
31.743.397
37.705.169
23.302.781
79.617.834
6.848.846
51.408.831
95.678.084
58.704.394
39.196.472
7.655.561
67.368.937
42.871.142
82.104.658
26.429.157
36.746.693
0.68982961
18.219.184
66.494.016
39.808.917
25.022.748
14.868.391
40.969.726
7.296.718
42.111.912
83.685.899
31.563.066
47.127.233
35.262.163
47.035.767
4.170.458
48.386.529
24.581.836
61.244.488
88.804.508
7.655.561
52.025.656
31.546.689
34.198.264
48.859.416
0.51979
42.871.142
30.622.244
46.932.618
10.924.692
46.768.518
24.497.795
22.292.994
42.099.461
51.717.568
12.208.649
2.920.081
29.098.904
15.589.506
37.688.916
79.617.834
0.81659317
39.502.695
21.710.424
44.585.987
35.486.806
11.636.453
29.155.827
2.388.535
4.899.559
70.431.161
43.871.052
53.078.556
58.941.695
23.306.841
1.007.024
63.614.749
60.537.661
34.011.502
49.761.146
2.866.242
27.811.709
27.793.862
31.483.858
36.746.693
88.804.508
4.899.559
0.2813351
75.564.133
4.899.559
22.845.864
28.266.687
60.155.697
45.083.711
9.477.341
86.365.108
36.746.693
3.122.268
92.007.478
4.244.108
25.150.747
35.923.014
47.356.333
38.770.424
60.495.647
29.239.909
10.393.004
8.593.671
73.175.232
71.628.053
67.691.276
62.195.911
11.306.675
46.793.541
42.874.353
31.131.118
48.107.453
66.079.579
25.830.213
12.095.786
1.446.168
79.617.834
55.885.595
52.182.493
32.168.822
33.291.528
30.622.244
42.747.831
47.464.478
63.422.457
18.355.697
55.941.505
2.920.081
70.431.161
61.244.488
0.66175862
61.244.488
64.306.712
73.493.386
81.469.412
55.363.283
19.658.159
76.052.857
58.268.055
29.488.087
31.531.816
21.435.571
10.770.968
31.428.093
51.297.397
54.595.086
55.120.039
83.808.247
71.147.852
10.105.341
105.654
70.431.161
62.988.793
63.694.268
45.495.905
61.110.613
77.205.173
16.529.654
37.288.588
51.242.371
15.519.415
62.278.839
36.746.693
42.788.855
57.876.041
43.826.331
23.530.366
33.684.468
39.808.917
53.750.437
56.869.882
5.974.083
52.057.815
33.401.218
44.585.987
28.919.077
36.746.693
4.432.333
28.999.441
38.572.003
74.189.346
67.368.937
41.159.462
83.510.262
11.980.796
53.282.705
31.847.134
45.495.905
99.146.737
25.661
10.781.212
63.141.777
21.435.571
91.947.105
29.010.547
19.231.361
52.057.815
0.55120039
53.978.193
10.734.989
56.061.305
30.622.244
64.278.619
43.813.552
69.874.556
51.783.957
40.829.659
37.467.216
72.758.802
40.420.289
52.057.815
52.057.815
82.424.532
22.747.953
38.186.012
55.107.716
36.059.544
46.646.781
49.914.258
30.622.244
84.076.433
88.804.508
70.431.161
4.153.974
35.240.681
53.609.063
41.122.554
85.805.749
74.934.432
45.127.517
34.501.062
43.883.846
24.804.018
63.030.786
38.277.805
3.461.645
39.546.441
85.379.397
51.205.753
21.435.571
39.479.918
30.534.165
46.443.737
22.579.449
94.528.595
66.625.803
10.183.676
59.195.416
21.615.702
74.371.955
61.244.488
17.975.805
2.825.149
10.105.341
61.244.488
69.596.009
79.950.963
68.900.049
58.107.051
71.764.129
11.921.387
38.956.739
32.899.932
38.743.472
42.685.164
61.143.123
39.844.493
8.772.984
39.472.504
36.746.693
24.497.795
33.684.468
38.107.681
24.497.795
43.595.188
22.427.559
45.933.366
60.966.805
18.063.296
19.301.293
42.843.678
19.904.459
0.27132808
25.168.968
32.250.262
75.502.925
14.764.709
26.476.239
53.109.506
30.622.244
41.340.029
64.994.151
29.430.717
24.497.795
31.890.621
45.495.905
46.768.518
43.456.128
23.161.552
30.622.244
61.244.488
43.378.616
36.053.359
57.880.389
57.105.205
2.756.002
33.602.488
72.793.449
48.593.243
51.037.073
18.515.775
54.712.763
5.607.929
54.507.594
67.368.937
34.674.434
74.718.275
44.059.193
53.588.927
17.498.425
23.109.031
10.841.577
2.756.002
39.808.917
34.253.854
11.942.675
3.961.299
22.442.611
59.713.376
18.439.201
41.340.029
0.51868296
56.466.549
10.972.971
10.191.083
37.913.254
30.622.244
70.431.161
19.833.624
31.453.959
33.523.299
0.55410411
0.32497075
44.912.625
0.55146552
57.124.904
24.250.048
45.173.239
46.301.518
23.272.905
21.435.571
36.746.693
1.481.262
16.761.649




Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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 time0 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319299&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]0 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=319299&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319299&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 time0 seconds
R ServerBig Analytics Cloud Computing Center



Parameters (Session):
par1 = 0.5 ; par2 = no ; par3 = 512 ;
Parameters (R input):
par1 = 0.5 ; par2 = no ; par3 = 512 ;
R code (references can be found in the software module):
par3 <- '512'
par2 <- 'no'
par1 <- '0.5'
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')