Discrete & Continuous Distributions
下表有很多 Distribution 我都未用過,不過不用擔心,其實常用的來來去去都是那兩三個,當中最常用的,又莫過於是 Normal Distribution。
Discrete Distributions
名稱 |
樣式 | MGF Mx(t) |
Mean | Variance |
Binomial
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| |
| |
Negative Binomial
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| |
| |
Poisson
|
| |
| |
Hyper Geometric
|
| NA |
| |
Uniform
|
| |
| |
Continuous Distribution
名稱 |
樣式 | MGF Mx(t) |
Mean | Variance |
Gamma
|
| |
| |
Exponential
|
| |
| |
Chi-Squared
|
| |
| |
Uniform
|
| |
| |
Normal
|
| |
| |
註﹕MGF = Moment Generating Function
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