In: Statistics and Probability
The percent of fat calories that a person in America consumes each day is normally distributed with a mean of about 36 and a standard deviation of about ten. Suppose that 16 individuals are randomly chosen. a.) TRUE or FALSE: The random variable is defined as the average percent of fat calories consumed each day by a person in America. b.) For a sample of size 16, state the mean of the sample mean. c.) For a sample of size 16, state the standard deviation of the sample mean (the "standard error of the mean"). d.) Suppose a sample of size 16 is taken. Find the probability that the average percent of fat calories consumed is more than 30.
Solution:
Given that,
= 36
= 10
n = 16
So,
= 36
a ) True
b ) = ( / )
c ) = (10 / 16)
d ) = 2.5
p ( > 30)
= 1 - p ( < 30)
= 1 - p ( - /) < (30 - 36 / 2.5)
= 1 - p ( z < - 6 / 2.5 )
= 1 - p ( z < -2.4)
Using z table
= 1 - 0.0082
= 0.9918
Probability = 0.9918