In: Statistics and Probability
The amount of fill X put into bottles of a particular brand of apple juice can be described by a normal model with mean E(X) = μ = 34 ounces and standard deviation SD(X) = σ = .85 ounces. What is the median amount of apple juice put into a bottle, that is, what is the amount k such that P(X > k) = P(X < k) = 0.50?
Solution:
Given, the Normal distribution with,
= 34
= 0.85
Let k be the median.
So that ,
P(X > k) = P(X < k) = 0.50
Consider ,
P(X < k) = 0.50
P[(X - )/ < (k - )/] = 0.50
P[Z < (k - 34)/0.85] = 0.50
But from z table , P(Z < 0.00) = 0.50
Comparing these two equations we get ,
(k - )/ = 0.00
k = + (0.00 * ) = = 34
The median amount of apple juice put into a bottle is 34
{Observe that , for normal distribution ,
mean = mode = median
}