ABCDEFGHIJKLMNOPQRS
1
2
RANDOM VARIABLE GENERATION
3
4
PARAMETERSGAMMA RANDOM VARIABLE GENERATIONHISTOGRAM PARAMETERSHISTOGRAM
5
ParameterDomainValue#Random~U[0,1]X~Gamma(alpha,beta)MeasureValue#
Lower Bound
Upper Bound(LB+UB)/2
Absolute Frequency
Relative Frequency
Histogram Frequency
6
alphaR+310,3693712721,70520083Size1000010,42499,56534,99517300,07300,007987
7
betaR+1020,9702838069,96421976Min0,424929,565318,705614,135422030,22030,024102
8
30,8844353651,11564362Max137,5300318,705627,845923,275824020,24020,026279
9
MEASURES40,8379948046,05966907Bins15427,845936,986332,416119430,19430,021257
10
MeasureData Measurements
Parametric Measurements
50,8640383648,70827012Range9,1403536,986346,126641,556411890,11890,013008
11
Mean29,637730,000060,8782348950,34634385646,126655,266950,69687320,07320,008008
12
Variance293,2450300,000070,4872248226,22582776755,266964,407359,83713630,03630,003971
13
Standard Deviation17,124417,320580,9353604059,41301992864,407373,547668,97742060,02060,002254
14
Skewness1,20151,154790,5078445727,06001711973,547682,687978,11781100,01100,001203
15
Kurtosis5,11560,0667100,019645585,633053371082,687991,828387,2581680,00680,000744
16
Median26,508426,7406110,8315264145,459652471191,8283100,968696,3985280,00280,000306
17
Mode19,9970997820,0000120,5577051529,1589399612100,9686110,1090105,5388130,00130,000142
18
130,4919477526,4153848413110,1090119,2493114,679190,00090,000098
19
DATA MOMENTS140,1097145311,4932949514119,2493128,3896123,819530,00030,000033
20
k
Non Central Moments - µ'[k]
Central Moments - µ[k]150,7358364438,2951003015128,3896137,5300132,959810,00010,000011
21
129,63770,0000160,7021130936,27617634
22
21171,6061293,2157170,9640787467,43535073
23
358137,43416033,3289180,027018806,37845484
24
43472076,5788439904,8238190,5530751828,95846518
25
200,3455858120,82293913
26
PARAMETRIC MOMENTS210,2767479318,27478613
27
k
Non Central Moments - µ'[k]
Central Moments - µ[k]220,4717235325,60949844
28
130,00000,0000230,9866497880,38152033
29
21200,0000300,0000240,4403230124,38523153
30
360000,00006000,0000250,0973685110,88950093
31
43600000,0000450000,0000260,6313760232,54607611
32
270,1194010611,94864177
33
280,2447277217,07385724
34
290,2250532216,32422269
35
300,1319029412,51654929
36
310,5084923927,08651325
37
320,3893370322,45039800
38
330,9832559977,46966927
39
340,6149054131,75242767
40
350,3643370321,51805799
41
360,9059799954,11244622
42
370,6130934431,66654069
43
380,1270735812,29958178
44
390,027950366,46432797
45
400,5588164029,20724419
46
410,1790957014,51560496
47
420,1335187512,58851186
48
430,1886517914,90018477
49
440,2075113515,64507474
50
450,1172996811,85108539
51
460,3740478121,87929227
52
470,5428306028,51922399
53
480,6056527731,31666232
54
490,7050124836,44258359
55
500,9698810969,78556832
56
510,8845288351,12751952
57
520,9916196386,29003273
58
530,4122360623,31269822
59
540,1580414213,64716468
60
550,9398833760,42098300
61
560,064460859,09683559
62
570,3066588919,38412043
63
580,7816189041,39399237
64
590,6100088531,52095314
65
600,4539465024,91273667
66
610,4272841223,88501154
67
620,1963419415,20601035
68
630,6706912434,54691880
69
640,5918038030,67693682
70
650,3161779419,73598659
71
660,5673625829,58123111
72
670,3923020022,56153974
73
680,9702528669,95041625
74
690,7034857436,35480259
75
700,6248894332,23066408
76
710,9896309383,60026412
77
720,1343079112,62354759
78
730,6777779134,92578329
79
740,8232796244,72277295
80
750,2888756918,72553301
81
760,3959117822,69704232
82
770,5419511528,48178736
83
780,5054261826,96126570
84
790,5078140327,05876854
85
800,1808227714,58550916
86
810,9543250264,19205506
87
820,1127549811,63781367
88
830,5852249030,37798970
89
840,1232748012,12682562
90
850,8852380051,21790683
91
860,7008715336,20529738
92
870,066913019,24275158
93
880,5087828727,09840004
94
890,3813605422,15205173
95
900,021874325,87248096
96
910,1582305413,65511342
97
920,4320681024,06804754
98
930,1231079412,11919330
99
940,2165780315,99754362
100
950,1867788714,82522377