Evaluate the Cumulative Distribution Function (CDF) at F(x,λ) = F(5,0.333333333)
CDF formula is below:
F(x,λ) = 1 - e
-λxF(5,0.333333333) = 1 - 2.718281828459
(-0.333333333)(5)F(5,0.333333333) = 1 - 2.718281828459
-1.666666665F(5,0.333333333) = 1 - 0.18887560315235
F(5,0.333333333) = 0.81112439684765
Calculate the mean (μ):
μ =
3.000000003Calculate the median:
Median = | 0.69314718055995 |
| 0.333333333 |
Median =
2.0794415437593Calculate the variance (σ2):
σ
2 =
9.000000018Calculate Standard Deviation which is the square root of variance denoted as σ
σ = √
σ2σ = √
9.000000018σ =
3.000000003Calculate entropy:
Entropy = 1 - Ln(λ)
Entropy = 1 - Ln(0.333333333)
Entropy = 1 - -1.0986122896681
Entropy =
2.0986122896681