The number of chocolate chips in an 18-ounce bag of chocolate chip cookies is approximately normally distributed with a mean of 1252 chips and standard deviation 129 chips. (a) What is the probability that a randomly selected bag contains between 1000 and 1400 chocolate chips, inclusive? (b) What is the probability that a randomly selected bag contains fewer than 1100 chocolate chips? (c) What proportion of bags contains more than 1200 chocolate chips? (d) What is the percentile rank of a bag that contains 1475 chocolate chips? (a) The probability that a randomly selected bag contains between 1000 and 1400 chocolate chips, inclusive, is nothing. (Round to four decimal places as needed.) (b) The probability that a randomly selected bag contains fewer than 1100 chocolate chips is nothing. (Round to four decimal places as needed.) (c) The proportion of bags that contains more than 1200 chocolate chips is nothing. (Round to four decimal places as needed.) (d) A bag that contains 1475 chocolate chips is in the nothingth percentile. (Round to the nearest integer as needed.)
Answer:
Mean M = 1252
Standard deviation s = 129
Part a)
P(1000 ≤ x ≤ 1400) = P( x≤ 1400) - P( x≤ 1000)
P(x ≤1400) = P(z ≤ (1400-1252)/129)
P(x ≤ 1400) = P(z ≤ 1.15) = 0.8749
P(x ≤ 1000) = P( z ≤ (1000-1252)/129)
P(x ≤ 1000) = P(z ≤ -1.95) = 0.0256
P(1000 ≤ x ≤ 1400) = 0.8749 -0.0256 = 0.8493
Part b)
P(x < 1100) = P(z < (1100-1252)/129)
P(x < 1000) = P(z < -1.18) = 0.1190
Part c)
P( x> 1200) = 1 - P(x < 1200)
P(x < 1175) = P(z < (1200-1252)/129)
P(x < 1175) = P(z < -0.40) = 0.3446
P(x > 1175) = 1 - 0.3446
P( x > 1175) = 0.6554
Part d)
We know that P(X < 1475) = 0.9581 = 0.96
The percentile rank is: 0.96*100
Percentile rank = 96%
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