Suppose that the number of customers who enter a post office in a 49-minute period is a Poisson random variable and that P(X = 0) = 0.03. Determine the (a) mean and (b) variance of X. Round your answers to two decimal places (e.g. 98.76).

Respuesta :

Answer:

Both the mean and the variance are equal to 3.51

Step-by-step explanation:

In a Poisson distribution, the probability that X represents the number of successes of a random variable is given by the following formula:

[tex]P(X = x) = \frac{e^{-\mu}*\mu^{x}}{(x)!}[/tex]

In which

x is the number of sucesses

[tex]e = 2.71828[/tex] is the Euler number

[tex]\mu[/tex] is the mean in the given time interval.

The mean and the variance are equal, so [tex]\mu[/tex] is also the variance.

We have that:

[tex]P(X = 0) = 0.03[/tex]

[tex]P(X = 0) = \frac{e^{-\mu}*\mu^{0}}{(0)!} = e^{-\mu}[/tex]

So

[tex]e^{-\mu} = 0.03[/tex]

Applying ln to both sides

[tex]\ln{e^{-\mu}} = \ln{0.03}[/tex]

[tex]-\mu = -3.51[/tex]

Multiplying by -1

[tex]\mu = 3.51[/tex]