Question

The overhead reach distances of adult females are normally distributed with a mean of

195 cm and a standard deviation of 7.8 cm

a. Find the probability that an individual distance is greater than 204.30cm.

b. Find the probability that the mean for 15 randomly selected distances is greater than 193.20 cm.

c. Why can the normal distribution be used in part (b), even though the sample size does not exceed 30?

a. The probability is

(Round to four decimal places as needed.)

b. The probability is

(Round to four decimal places as needed.)

c. Choose the correct answer below.

A.

The normal distribution can be used because the mean is large.

B.

The normal distribution can be used because the original population has a normal distribution.

C.

The normal distribution can be used because the finite population correction factor is small.

D.

The normal distribution can be used because the probability is less than 0.5

Answer 1

Consider, X= The overhead reach distances of adult females

$X\sim N(\mu =195,\sigma =7.8)$

a. The probability that an individual distance is greater than 204.30 cm.

P[X>204.30]

$=P[Z>\frac{204.30-195}{7.8}]$

=P[Z>1.19]

$=1-P[Z\leq 1.19]$

=1-0.8830..........................by using normal probability table.

=0.1170

b. The probability that the mean for 15 randomly selected distances is greater than 193.20 cm.

$P[\bar{x}>193.20]$

$=P[Z>\frac{193.20-195}{\frac{7.8}{\sqrt{15}}}]$

=P[Z>-0.89]

$=1-P[Z\leq -0.89]$

=1-0.1867.....................................by using normal probability table.

=0.8133

c) Option B) is correct.

B.

The normal distribution can be used because the original population has a normal distribution.