In: Statistics and Probability
Porphyrin is a pigment in blood protoplasm and other body fluids
that is significant in body energy and storage. Let x be a
random variable that represents the number of milligrams of
porphyrin per deciliter of blood. In healthy circles, x is
approximately normally distributed with mean μ = 36 and
standard deviation σ = 10. Find the following
probabilities. (Round your answers to four decimal places.)
(a) x is less than 60
(b) x is greater than 16
(c) x is between 16 and 60
(d) x is more than 60 (This may indicate an infection, anemia, or another type of illness.)
Solution:
Given: X = the number of milligrams of porphyrin per deciliter of blood is approximately normally distributed with mean μ = 36 and standard deviation σ = 10
Part a) Find:
P( X < 60) = ...........?
Find z score for x = 60
thus
Look in z table for z = 2.4 and 0.00 and find corresponding area.
P( Z< 2.40) = 0.9918
thus
Part b) Find:
P( X > 16) = ..........?
Find z score for x = 16
thus
Look in z table for z = -2.0 and 0.00 and find corresponding area.
P( Z< -2.00 )= 0.0228
thus
Part c) Find:
from part a and b) we have for x = 16, z = -2.00 and for x = 60, z = 2.40
thus
Part d) Find:
P( X > 60) =.........?
From part a) for x = 60 , z = 2.40
thus
From part a) We have P( Z< 2.40) = 0.9918
thus