In: Statistics and Probability
1 (a) How many samples are possible consisting of 5 bolts from a panel with 9 bolts? (Generally, the bolts are picked for a sample with repetition of bolts not allowed. Also, the order in which the bolts are picked does not matter).
(b) Now, assume a panel with 9 bolts contains 2 bad bolts. How many samples of 5 of the bolts contain only good bolts? (Consider a bolt to be good if it is not bad).
(c) A turnpike authority's quality control procedure consists of accepting a panel if all of the 5 inspected bolts from a panel with 9 bolts are good. Find the probability that such a panel containing 2 bad bolts is accepted. (In this question, please report your answer as a decimal accurate to three significant figures, such as .729, and not as a percentage, such as 72.9%).
(d) A turnpike authority's quality control procedure consists of rejecting a panel if one or more of the 5 inspected bolts from a panel with 9 bolts is bad. Find the probability that such a panel containing 2 bad bolts is rejected. (In this question, please report your answer as a decimal accurate to three significant figures, such as 0.729, and not as a percentage, such as 72.9%).
(e) If the turnpike authority uses a quality control procedure that has a 15% probability of accepting a panel with 2 bad bolts to inspect 300 panels, with 2 bad bolts in each panel, what is the expected (or mean) number of panels that will be accepted?
Combination function nCr =
1 This is a combination question since the bolts are picked for a sample with repetition of bolts being not allowed. Also, the order in which the bolts are picked does not matter.
We have 9 bolts and 5 have to be selected. Ways of doing that are
9C5 = (using the formula above)
Final Ans: 126 ways
(b) If we split the 9 bolts into good and bad then we will have 2 bad bolts and 7 good.
If we want all the 5 selected to be good bolts then we will have 7 options to choose from.
No. of ways to choose only good = 7C5
Final Ans: 21
(c) For the authority to accept the panel we will need the sample to have all 5 bolts good. No. of ways of doing that is calculated above. This is our desired outcome.
Possible ways of selecting 5 out of 9 bolts is in Q1. This is our total possible outcomes.
Therefore probability that panel will be accepted =
=
Final Ans: 0.167
(d) For the authority to reject the panel sample has to have at least 1 bad bolt. Since there are only 2 bad bolts, the panel can have 1 or 2 bad bolts. For a bad bolt to be selected it has to be chosen from the 2 bad bolts and the remaining will be chosen from the 7 good bolts.
ways to select 1 bad bolt and 4 good = 2C1 * 7C4 = 70
ways to select 2 bad bolts and 3 good = 2C2 * 7C3 = 35
These will be added since we don't know whether 1 or 2 bad bolts will be chosen
Therefore probability that panel will be rejected =
=
Final Ans: 0.833
(e) If the turnpike authority uses a quality control procedure that has a 15% probability of accepting a panel with 2 bad bolts to inspect 300 panels, with 2 bad bolts in each panel, what is the expected (or mean) number of panels that will be accepted?
Ans: For calculating the expected value we simple multiply the probability with the number of trials(panels).
Expected Number of panels to be expected = 300 * 0.15
Final Ans: 45