Guess the distribution
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Guess the distribution! Rasmus Bååth November 22, 2016
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Transcript of Guess the distribution
Guess the distribution!
Rasmus Bååth
November 22, 2016
???1
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0
0.0
0.2
0.4
0.6
0.8
1.0
???2
x[seq_len(i)]
Fre
quen
cy
2.0 2.5 3.0 3.5 4.0
0.0
0.2
0.4
0.6
0.8
1.0
???3
x[seq_len(i)]
Fre
quen
cy
2.0 2.5 3.0 3.5 4.0
0.0
0.5
1.0
1.5
2.0
???4
x[seq_len(i)]
Fre
quen
cy
2.0 2.5 3.0 3.5 4.0 4.5 5.0
0.0
0.5
1.0
1.5
2.0
???5
x[seq_len(i)]
Fre
quen
cy
2 3 4 5 6
0.0
0.5
1.0
1.5
2.0
???6
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
0.0
1.0
2.0
3.0
???7
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
0.0
1.0
2.0
3.0
???8
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
0.0
1.0
2.0
3.0
???9
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
0.0
0.5
1.0
1.5
2.0
???10
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
0.0
1.0
2.0
3.0
???11
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
0.0
1.0
2.0
3.0
???12
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
4
???13
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
4
???14
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
45
???15
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
45
???16
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
45
???17
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
45
???18
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
45
???19
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
45
???20
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4 5 6
01
23
45
???
It’s a . . .
Poisson Distributionrpois(n, lambda = 3)
???1
x[seq_len(i)]
Fre
quen
cy
1.0 1.2 1.4 1.6 1.8 2.0
0.0
0.2
0.4
0.6
0.8
1.0
???2
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
0.2
0.4
0.6
0.8
1.0
???3
x[seq_len(i)]
Fre
quen
cy
−1 0 1 2 3 4
0.0
0.2
0.4
0.6
0.8
1.0
???4
x[seq_len(i)]
Fre
quen
cy
−1 0 1 2 3 4
0.0
0.5
1.0
1.5
2.0
???5
x[seq_len(i)]
Fre
quen
cy
−1 0 1 2 3 4
0.0
1.0
2.0
3.0
???6
x[seq_len(i)]
Fre
quen
cy
−1 0 1 2 3 4
0.0
1.0
2.0
3.0
???7
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5
0.0
1.0
2.0
3.0
???8
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5
01
23
4
???9
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5
01
23
4
???10
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
01
23
4
???11
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
01
23
45
???12
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
01
23
45
???13
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
01
23
45
6
???14
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
01
23
45
67
???15
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
01
23
45
67
???16
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
02
46
8
???17
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
02
46
8
???18
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
02
46
8
???19
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
02
46
8
???20
x[seq_len(i)]
Fre
quen
cy
−15 −10 −5 0 5 10
02
46
8
???
It’s a . . .
Cauchy Distributionrcauchy(n, location = 0, scale
= 1)
???1
x[seq_len(i)]
Fre
quen
cy
−50 −48 −46 −44 −42 −40
0.0
0.2
0.4
0.6
0.8
1.0
???2
x[seq_len(i)]
Fre
quen
cy
−50 0 50 100
0.0
0.2
0.4
0.6
0.8
1.0
???3
x[seq_len(i)]
Fre
quen
cy
−50 0 50 100
0.0
0.5
1.0
1.5
2.0
???4
x[seq_len(i)]
Fre
quen
cy
−50 0 50 100
0.0
0.5
1.0
1.5
2.0
???5
x[seq_len(i)]
Fre
quen
cy
−50 0 50 100
0.0
1.0
2.0
3.0
???6
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
0.0
1.0
2.0
3.0
???7
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
0.0
1.0
2.0
3.0
???8
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
4
???9
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
4
???10
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
4
???11
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
???12
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
???13
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
???14
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
???15
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
???16
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
6
???17
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
6
???18
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
6
???19
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
6
???20
x[seq_len(i)]
Fre
quen
cy
−100 −50 0 50 100
01
23
45
67
???
It’s a . . .
Uniform Distributionrnorm(n, -100, 100)
???1
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.8 −0.6 −0.4 −0.2 0.0
0.0
0.2
0.4
0.6
0.8
1.0
???2
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.8 −0.6 −0.4 −0.2 0.0
0.0
0.5
1.0
1.5
2.0
???3
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0
0.0
0.5
1.0
1.5
2.0
???4
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0
0.0
1.0
2.0
3.0
???5
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4
0.0
1.0
2.0
3.0
???6
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4
01
23
4
???7
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4
01
23
45
???8
x[seq_len(i)]
Fre
quen
cy
0 1 2 3 4
01
23
45
6
???9
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
01
23
45
6
???10
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
01
23
45
67
???11
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
01
23
45
67
???12
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
01
23
45
67
???13
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
01
23
45
67
???14
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
02
46
8
???15
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
02
46
8
???16
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
02
46
8
???17
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
02
46
8
???18
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
02
46
8
???19
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
02
46
8
???20
x[seq_len(i)]
Fre
quen
cy
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5
02
46
8
???
It’s a . . .
Zero inflated gammadistribution
???1
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.9 −0.8 −0.7 −0.6 −0.5
0.0
0.2
0.4
0.6
0.8
1.0
???2
x[seq_len(i)]
Fre
quen
cy
−0.6 −0.5 −0.4 −0.3 −0.2
0.0
0.2
0.4
0.6
0.8
1.0
???3
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
0.5
1.0
1.5
2.0
???4
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
0.5
1.0
1.5
2.0
???5
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
0.5
1.0
1.5
2.0
???6
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
0.5
1.0
1.5
2.0
???7
x[seq_len(i)]
Fre
quen
cy
−1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
1.0
2.0
3.0
???8
x[seq_len(i)]
Fre
quen
cy
−2 −1 0 1 2
0.0
1.0
2.0
3.0
???9
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
1.0
2.0
3.0
???10
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
1.0
2.0
3.0
???11
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
0.0
1.0
2.0
3.0
???12
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
01
23
4
???13
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
01
23
45
???14
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
01
23
45
6
???15
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
01
23
45
6
???16
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
01
23
45
6
???17
x[seq_len(i)]
Fre
quen
cy
−1.5 −1.0 −0.5 0.0 0.5 1.0 1.5 2.0
01
23
45
67
???18
x[seq_len(i)]
Fre
quen
cy
−2 −1 0 1 2
01
23
45
67
???19
x[seq_len(i)]
Fre
quen
cy
−2 −1 0 1 2
01
23
45
67
???20
x[seq_len(i)]
Fre
quen
cy
−2 −1 0 1 2
01
23
45
67
???
It’s a . . .
Normal Distributionrnorm(n, mean = 0, sd = 1)
