Page 49 - Math SL HB Sem 3
P. 49

Binomial Distribution


                                               - a type of discrete probability  distribution

                       When you have a situation  that your experiment  can only result  in 2 outcomes (e.g. hit or miss; faultless
                       or faulty; yes or no; male or female) and that at each trial, the probability  of success remains  the same;
                       as you repeat this experiment n times,  you will obtain a binomial distribution  -  a discrete  probabjlity
                       distribution.

                       You can express  lhe random  variable  X for such  a case  as:

                                                                -
                                                             X  B (n,p)                      '-' can be read as'(n  is
                                                                                             dbtributed  as'
                       where  n  = the number of trials
                             p  probability of success  at each trial
                              =
                        Problem-solving  flow chart:

                       A simple example  is given  below to demonstrate  when the binomial  distribution  is suitable  and how to find
                       the expected  value  and binomial  probability:


                                            Question: Afair die of six faces is thrown 10 times,
                                            a) Find the expected  value of getting  a  '3'  in 10 throws.
                                            b) Find the probabilities of getting  a  '3'four  times.

                       Before  answering  the question,  you should:


                               -":.  ":.  Gheck il the conditions for a binomial distribution  are all satisfied.
                                      i)  n independent trials
                                      ii) only 2 possible  outcomes  for each trial- success  or failure
                                      iii) The probability of success  at each trial is constant


                       tA trial is throwing  a die and the outcome  of each trial does not affect that of the next trial
                       )Obtaining  a '3'face up is a  'success',  not obtaining  a  '3'is  a 'failure'.
                                                                1
                       )The  probability  of getting  a '3' at each trial is   . tnis does not change  from  trial to trial.
                                                                6
                               *fo    Ert."a tne following from the information  given:

                                      i)  The value of ,r, the number of trials
                                      ii)  P = P1rrrr.""",

                                                     =
                                     iii) P(failure)  l-  p
                      )n   =  10 as the die is thrown 10 times.
                                 1
                      rP(3)   -  2
                      )P(3):     I    r-  s
                                 ^66









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