Solution ST361 Quiz 2, 2/10/2009 1. (40pts) An engineer is examining three products in a row to see if they will meet design specifications. Do the following: (a) Find the sample space of this “experiment” (you may use “M” if a product meets the specifications and use “F” if it fails to meet the specifications). S={MMM, MMF, MFM, FMM, FFM, FMF, MFF, FFF} (b) Define A to be the event that the second product meets the specifications. Express A as a subset of the sample space. A={MMM, FMF, MMF, FMM} (c) Define B to be the event that the third product meets the specifications. Express B as a subset of the sample space. B={MMM, FFM, FMM, MFM} (d) Define C to be the event that at least two products meet the specifications. Express C as a subset of the sample space. C={MMM, MFM, MMF, FMM} (e) Find A B, A B, A C , B C , A B C. A B {MMM, FMM} A B ={MMM, FMM, FMF, MMF, FFM, MFM} A C = {MMM, FMM, MMF} B C ={MMM, FMM, MFM} A B C ={MMM, FMM} 2. (30pts) There are 2 white balls, 3 yellow balls and 1 blue ball in an urn. Two balls are randomly selected from the urn one after the other. Define A to be the event that the first selected ball is yellow and B to be the event that the second selected ball is white. Do the following: (a) Find the probability that the first selected ball is yellow, that is, find P(A). Since there are 3 yellow balls out of total 6 balls, so P(A)=3/6=1/2. (b) Given the first selected ball is yellow, find the probability that the second selected ball is white, that is, find P(B|A). Given A has occurred, there are only 5 balls left, out of which there are 2 white balls. So P(B|A)=2/5 1 (c) Find the probability that first selected ball is yellow and the second selected ball is white, that is, find P( A B) P( A B) = P(A)P(B|A) (by the multiplicative law) = (1/2)*(2/5) = 1/5 = 0.2. 3. (30 pts) A discrete random variable x may take values 0, 1, 2, 3, and has the probability mass function given by the following table: x P(x) 0 1 2 3 0.2 0.1*(k+1) 0.3*(k-1) 0.2 Do the following: (a) Find value k such that the above table gives a probability mass function. P( x) 1 0.2 0.1(k 1) 0.3(k 1) 0.2 1 . So 0.4k = 0.8; k=2. x (b) Find P[ x 2] and P[x>1]. From (a), we have P(1) = 0.3, P(2) = 0.3. P[ x 2] = P[x=0] + P[x=1] + P[x=2] = 0.2 + 0.3 + 0.3 = 0.8 P[X>1] = P[x=2] + P[x=3] = 0.3 + 0.2 = 0.5 (c) Find the expected value of x. x =0*0.2 + 1 * 0.3 + 2 * 0.3 + 3 * 0.2 = 1.5 2