In: Statistics and Probability
As a quality control engineer, you’re examining the performance of two of the suppliers (A and B) of a key sub-assembly in a system that your factory produces. You purchased a total of 387 batches of parts from Supplier A and 283 batches from Supplier B. When batches arrive, you inspect them to determine if they meet quality standards: batches either “meet” or “fail to meet” standards. The past quality data that you’ve collected appears below.
a. From Supplier A, you pull a random sample of five sub-assemblies. What is the probability that fewer than two fail to meet standards?
b. From Supplier B, you pull a random sample of three sub-assemblies. What is the probability that all three meet standards?
c. From the collection of sub-assemblies that fail to meet standards, you pull a random sample of six sub-assemblies. What is the probability that only one comes from Supplier B?
Meet Standards | Fail to Meet Standards | |
Supplier A | 346 | 41 |
Supplier B | 245 | 38 |
Meet Standards | Fail to meet Standards | Total | |
Supplier A | 346 | 41 | 387 |
Supplier B | 245 | 38 | 283 |
Total | 591 | 79 | 670 |
a) Here n = 5
p = probability that fail to meet standards from supplier A.
= 0.06
Here we need to find, the probability that fewer than two fail to meet standards, p ( x < 2 ) .
Using binomial distribution,
p ( X = x ) = nCx * px * ( 1 - p)n-x
So, p ( x < 2 ) = p ( x = 0 ) + p ( x =1 )
= 5C0 *0.060 * ( 1 - 0.06)5-0 + 5C1 * 0.061 * ( 1 - 0.06)5-1
= 0.7339 + 0.2342
= 0.9681
2) Here n = 3,
p = probability that meet standards from supplier B.
= 0.37
Here we need to find, the probability that all three meet standards.
p ( x = 3 ) = 3C3 * 0.373 * ( 1 - 0.37)3-3
= 0.0507
3) Here a random sample of six sub-assemblies selected from , the collection of 79 sub-assemblies that fail to meet standards.
Out of 6 one come from supplier B and 5 come from supplier A.
So required probability is given by,
= 0.102