Suppose the sediment density (g/cm) of a randomly selected specimen from a certain region is normally distributed with mean 2.63 and standard deviation 0.80.

(a) If a random sample of 25 specimens is selected, what is the probability that the sample average sediment density is at most 3.00?

Respuesta :

Answer:

The probability that the sample average sediment density is at most 3.00 is 0.2090.

Step-by-step explanation:

Let X = he sediment density (g/cm) of a specimen from a certain region.

The random variable X is normally distributed with mean, μ = 2.63 and standard deviation, σ = 0.80.

A random sample of n = 25 specimens is selected.

The distribution of the sample mean of a normally distributed random variable is also normal.

To compute the probability of the sample mean we need to first compute the z score of the sample mean value. The formula of z-score is:

[tex]z=\frac{\bar X-\mu}{\sigma/\sqrt{n}}[/tex]

Compute the probability that the sample average sediment density is at most 3.00 as follows:

Apply continuity correction:

[tex]P(\bar X\leq 3.00)=P(\bar X< 3.00-0.50)[/tex]

                    [tex]=P(\bar X<2.50)\\=P(\frac{\bar X-\mu}{\sigma/\sqrt{n}}<\frac{2.50-2.63}{0.80/\sqrt{25}})[/tex]

                    [tex]=P(Z<-0.81)\\=1-P(Z<0.81)\\=1-0.79103\\=0.20897\\\approx0.2090[/tex]

*Use a z-table for the probability.

Thus, the probability that the sample average sediment density is at most 3.00 is 0.2090.