In: Statistics and Probability
the number of chocolate chips in an 18 oz bag of chocolate chip cookies is approximately normally distributed with 1270 in the standard deviation is 130 chips
what is the probability that a randomly-selected bag contains no more than 1200 chips
what is the probability that a randomly-selected bag of 30 bags has a random mean that's no more than 1200 chips
what number of chocolate chips in a bag will correspond to the 15th percentile
Solution :
Given that ,
1) P(x < 1200)
= P[(x - ) / < (1200 - 1270) / 130]
= P(z < - 0.54)
Using z table,
= 0.2946
2) = 1270
= / n = 130 / 30 = 23.73
P( < 1200) = P(( - ) / < (1200 - 1270) / 23.73 )
= P(z < - 2.95)
Using z table
= 0.0016
Using standard normal table,
3) P(Z < z) = 15%
= P(Z < z ) = 0.15
= P(Z < - 1.04 ) = 0.15
z = - 1.04
Using z-score formula,
x = z * +
x = - 1.04 * 130 + 1270
x = 1134.8