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Mathematics Semester 3  STPM  Chapter 2 Probability

                                         (b)  P(A)  = 1 – P(A)
                                                 = 1 – 0.65
                                                 = 0.35
                                            P(A  B) = P(B) – P(A  B)
                                                     = 0.3 – 0.15
                                                     = 0.15              S

                                              P(B | A) =   P(A  B)          A               B
                                                         P(A)
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                                                      =   0.15                            A    B
                                                       0.35
                                                      =   3                                                  2
                                                        7


                      Example 29


                   In a factory, three machines A, B and C are operated to make certain parts. The percentages of the parts
                   manufactured by the machines A, B and C are 35%, 50% and 15% respectively. It is known that 8%, 5%
                   and 16% of the parts produced by the machines A, B and C respectively are defective. If a finished part
                   is randomly picked, calculate the probability that the part is from the machine A given that it is defective.

                    Solution:           Let event J = a part is made by machine A,
                                           event K = a part is defective.
                                        Assume  that  the  total  parts  manufactured  by  the  three  machines  are  n.  The
                                        numbers of parts produced by machines A, B and C are 0.35n, 0.5n and 0.15n
                                        respectively. Thus, the defective parts produced by machines  A,  B and  C are
                                        0.08 × 0.35n, 0.05 × 0.5n and 0.16 × 0.15n respectively.
                                        Thus, P(K) =  0.08 × 0.35n + 0.05 × 0.5n + 0.16 × 0.15n
                                                                    n
                                                 = 0.077
                                                      0.08 × 0.35n
                                        and P(J  K)  =   n
                                                    = 0.028

                                        Applying the conditional probability formula, the probability of the part made
                                        by machine A given that the part is defective,
                                        P(J | K)  =  P(J  K)
                                                   P(K)
                                               =  0.028
                                                 0.077
                                               = 0.364


                  Independent events

                  Suppose a fair coin is tossed and a ‘head’ is shown face up. What would the coin land on for the next toss?
                  The probability of getting a ‘head’ or a ‘tail’ is still 0.5. The outcome of the second toss is not affected by
                  the previous result. When the knowledge that an event has happened provides no information about the
                  occurrence of another event, the two events are said to be independent. Thus, if the outcome of event A
                  does not affect the outcome of event B, then A and B are independent events,
                                         i.e. P(A | B) = P(A) or, equivalently P(B | A) = P(B)


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         02 STPM Math(T) T3.indd   95                                                                 28/10/2021   10:21 AM
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