Page 145 - Probability Demystified
P. 145

134                   CHAPTER 8 Other Probability Distributions

                                                                            5        3            2
                                     3. n ¼ 5, x 1 ¼ 2, x 2 ¼ 2, x 3 ¼ 1, and p ¼  10 , p ¼  10  , and p ¼  10
                                                                                 2
                                                                                              3
                                                                        1

                                                           5!    5  2  3  2  2  1
                                        The probability is                       ¼ 30ð0:0045Þ¼ 0:135
                                                          2!2!1! 10   10    10
                                     4. n ¼ 10, x 1 ¼ 5, x 2 ¼ 3, x 3 ¼ 2, and p 1 ¼ 0.5, p 2 ¼ 0.3, and p 3 ¼ 0.2

                                                           10!
                                                                        3
                                                                   5
                                                                             2
                                        The probability is     ð0:5Þ ð0:3Þ ð0:2Þ ¼ 2520 ð0:00003375Þ¼
                                                          5!3!2!
                                        0:08505
                                                                                    9        3        3
                                     5. n ¼ 8, x 1 ¼ 3, x 2 ¼ 2, x 3 ¼ 2, x 4 ¼ 1, and p ¼  , p ¼  , p ¼  ,
                                                                                1
                                                                                         2
                                                                                                  3
                                                  1                                16       16        16
                                        and p ¼
                                             4
                                                 16
                                                                                  1
                                                                             2
                                                                    3
                                                                         2
                                                            8!    9   3    3    1
                                        The probability is                         ¼1680ð0:000013748Þ¼
                                                         3!2!2!1! 16  16   16  16
                                        0:0231
                     The Hypergeometric Distribution
                                 When a probability experiment has two outcomes and the items are selected
                                 without replacement, the hypergeometric distribution can be used to compute
                                 the probabilities. When there are two groups of items such that there are
                                 a items in the first group and b items in the second group, so that the total
                                 number of items is a þ b, the probability of selecting x items from the first
                                 group and n   x items from the second group is
                                       C   C
                                      a  x  b  n x
                                           C
                                        aþb  n
                                 where n is the total number of items selected without replacement.

                                 EXAMPLE: A committee of 4 people is selected at random without replace-
                                 ment from a group of 6 men and 4 women. Find the probability that the
                                 committee consists of 2 men and 2 women.

                                 SOLUTION:
                                 Since there are 6 men and 2 women, a ¼ 6, b ¼ 4 and n ¼ 6 þ 4 or 10. Since the
                                 committee consists of 2 men and 2 women, x ¼ 2, and n   x ¼ 4   2 ¼ 2.
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