A random variable X follows the continuous uniform distribution with a lower bound of −8 and an upper bound of 17. a. What is the height of the density function f(x)?

Respuesta :

Answer:

a) [tex] f(x) = \frac{1}{b-a}= \frac{1}{17-(-8)}= \frac{1}{25}=0.04, -8 \leq X \leq 17[/tex]

And the height for the density function would be 0.04

b) [tex] Var(X) =\frac{(b-a)^2}{12}= \frac{(17+8)^2}{12} = 52.08333[/tex]

And the deviation is given by:

[tex] Sd(X) = \sqrt{52.08333}= 7.2169[/tex]

c) [tex] P(X \leq -5) = F(-5) = \frac{-5+8}{17+8}= 0.12[/tex]

Step-by-step explanation:

For this case we assume the X is the random variable of interest and is given by:

[tex] X \sim Unif (a=-8, b=17)[/tex]

Part a

The density function is given by:

[tex] f(x) = \frac{1}{b-a}= \frac{1}{17-(-8)}= \frac{1}{25}=0.04, -8 \leq X \leq 17[/tex]

And the height for the density function would be 0.04

Part b What are the mean and the standard deviation for the distribution? (Round your answers to 2 decimal places.)

For this case the variance is given by:

[tex] Var(X) =\frac{(b-a)^2}{12}= \frac{(17+8)^2}{12} = 52.08333[/tex]

And the deviation is given by:

[tex] Sd(X) = \sqrt{52.08333}= 7.2169[/tex]

Part c: Calculate P(X ≤ −5). (Round intermediate calculations to 4 decimal places and final answer to 4 decimal places.)

For this case we can use the cumulative distribution function given by:

[tex] F(X) = \frac{x-a}{b-a}[/tex]

And we got:

[tex] P(X \leq -5) = F(-5) = \frac{-5+8}{17+8}= 0.12[/tex]