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Statistical Methods in Economics


                   Notes                                          6   1
                                                                =   +
                                                                  15  15
                                                                  7
                                                                =
                                                                  15
                                  Example 3:  Find the probability of getting more than 4 in tossing a die.
                                  Solution:   The numbers more than 4 on a die are 5 and 6.
                                              Let A and B be the respective events of getting 5 and 6.

                                                                  1        1
                                              Thus,        P (A) =   , P (B) =
                                                                  6        6
                                              Also A and B are mutually exclusive.
                                                                              1  1   2   1
                                              Thus,    P (A or B) = P (A) + P (B) =   +   =    =
                                                                              6  6   6   3
                                  Example 4:  A card is drawn at random from a well-shuffled pack of 52 cards. Find the probability
                                              of getting an ace or a spade.
                                  Solution:   Let A be the event of getting an ace and B of getting a spade. Then A = set of all aces,
                                              B = set of all spades and  A ∩ B  = set of an ace of spade.

                                                                                      )A ∩
                                              Clearly,     n (A) = 4, n (B) = 13 and n(  B  = 1.
                                              Also,         n (S) = 52. Therefore,

                                                           n ( )  4         n ()  13                n (A  I B )  1
                                                                              B
                                                             A
                                                    P (A) =     =   , P (B) =    =    and P (  I B   =       =
                                                                                                )A
                                                           n () S  52       n () S  52                n () S  52
                                              Thus, the required probability
                                              P (an ace or a spade) = P (A or B) =  (  PA ∪ B  = P (A) + P (B)  −  (  ∩PA  B )
                                                                                  )
                                                                  4   13  1    16   4
                                                                =   +   −    =    =
                                                                  52  52  52   52   13
                                  Example 5:  A construction company is bidding for two contracts, A and B. The probability that
                                              the company will get contract A is 3/5, will get contract B is 1/4 and the probability
                                              that the company gets both the contracts is 1/8. What is the probability that the
                                              company will get contract A or B ?
                                  Solution:   Let A and B be the respective events of getting the contracts A and B. Then, we are
                                              given that
                                                           P (A) = 3/5, (B) = 1/4 and  (  PA ∩ B  = 1/8
                                                                                       )
                                              Thus, the required probability that the company will get a contract A or B is
                                                       P (A or B) =  (  PA ∪ B  = P (A) + P (B)  −  ( ∩ PA  ) B
                                                                        )
                                                                  3  1  1   29
                                                                =   +  −   =
                                                                  5  4  8   40
                                  Example 6:  A bag contains 30 balls numbered from 1 to 30. One ball is drawn at random. Find the
                                              probability that number of the drawn ball is a multiple of (i) 4 or 9 (ii) 5 or 6.
                                  Solution:   (i) Let A be the event that the drawn number is a multiple of 4, then A = {4, 8, 12, 16,
                                                 20, 24, 28}. Further let B be the event that the drawn number is a multiple of 9, i.e.,
                                                 B = {9, 18, 27}.



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