In: Statistics and Probability
A confectionery company producers’ 100 g “Real Chocolate” bars that have a mean chocolate content of 70g with a standard deviation of 0.8g. The variation in chocolate content is normally distributed. What is the probability that a chocolate bar chosen at random contains:
a) More than 71g?
b) More than 68g?
c) Less than 70g?
d) Between 69 and 72g?
Solution :
Given that,
mean = = 70g
standard deviation = =0.8g
A ) P ( x > 71)
= 1 - P (x < 71 )
= 1 - P ( x - / ) < ( 71 - 70 / 0.8)
= 1 - P ( z < 1 / 0.8 )
= 1 - P ( z < 1.25)
Using z table
= 1 - 0.8944
= 0.1056
Probability = 0.1056
B ) P ( x > 68 )
= 1 - P (x < 68 )
= 1 - P ( x - / ) < ( 68 - 70 / 0.8)
= 1 - P ( z < - 2 / 0.8 )
= 1 - P ( z < 2.5)
Using z table
= 1 - 0.9938
= 0.0062
Probability = 0.0062
C ) P ( x < 70 )
P ( x - / ) < ( 70 - 70 / 0.8)
P ( z < 0 / 0.8 )
P ( z < 0 )
Using z table
= 0.5000
Probability = 0.5000
D ) P ( 69 < x < 72 )
P ( 69 - 70 / 0.8) < ( x - / ) < ( 72 - 70 / 0.8)
P ( - 1 / 0.8 < z < 2 / 0.8 )
P ( -1.25 < z < 2.5)
P ( z < 2.5 - P ( z < -1.25 ) )
Using z table
= 0.9938 - 0.1056
= 0.8882
Probability = 0.8882