AP Statistics / Mr. Hansen
1/6/2004

Name: ________________________

Solutions to Additional Sample Problems
(Binomial and Geometric Distributions)

1.

Part (a) is asking about a geometric r.v. X where p = 1/36, q = 35/36, and X = # of throws needed to obtain the first success.

P(X ³ 20) = 1 – P(X < 20)
                 = 1 – P(X £ 19)
                 = 1 – .414475 ...
                 = .5855

Alternate (common sense) method for part (a):

P(X ³ 20) = P(first 19 are failures)
                 = q19
                 = .5855.

Part (b) is asking a completely different question, namely concerning a binomial r.v. Y where n = 20, p = 1/36, q = 35/36, and Y = # of successes in 20 throws.

P(Y ³ 2) = 1 – P(Y < 2)
              = 1 – P(Y £ 1)
              = 1 – .89455 ...
              = .1055

Or, if you have forgotten how to use binomcdf, you can use the complicated formulas provided on the AP formula sheet:

P(Y ³ 2) = 1 – P(Y < 2)
              = 1 – P(Y = 0 È Y = 1)
              = 1 – [P(Y = 0) + P(Y = 1)]
              = 1 – S nCk pkqn – k where k = first 0, then 1
              = 1 – [20C0 p0q20 + 20C1 p1q19]
              = 1 – [q20 + 20p1q19]
              = 1 – [.56926... + .32529...]
              = 1 – .89455...
              = .1055

ANSWER: D

2.

Since the basketball has no computer chip inside that remembers its history, it is as if we are beginning a new contest, starting on the 15th shot. We are asking for the probability of making the first shot in 1, 2, 3, or 4 tries looking forward from this point. Let Z = geometric r.v. for # of shots needed when starting with shot 15, and let p = .12.

P(Z £ 4) = .4003 by calc.

[Note: If this were a free-response problem, you would not be allowed to write geometcdf(.12,4) on your paper. Calculator notation is not permitted. However, in a multiple-choice problem, work is ignored, and you may write whatever you wish.]

ANSWER: B

3.

Let L = # of invitations Larry must extend in order to achieve his first acceptance. Clearly, L is a geometric r.v. with p = .007. [Presumably the 007 in the James Bond films signified something other than Bond’s probability of success with the ladies.] At any rate, by the formula we learned,

mL = E(L) = 1/p = 1/.007 = 142.857

Note that it is perfectly acceptable for an expected value to be a noninteger.

ANSWER: D