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Unit 6: Measures of Central Tendency




          When Data are in the form of an Ungrouped Frequency Distribution                      Notes

          Let there be n values X , X , ..... X  out of which X  has occurred f times, X  has occurred f times,
                            1  2    n            1           1       2           2
                                                               n
                                                                 f
          ..... X has occurred f times. Let N be the total frequency, i.e., N =  i   f . Alternatively, this can
              n           n                                        1
                                                              i  1
          be written as follows:
                           Values  X   X    - - -   X        Total Frequency
                                     1   2            n
                        Frequency   f   f   - - -    f          N
                                    1    2           n
          Direct Method
          The arithmetic mean of these observations using direct method is given by
                           X 1  X 1  ...  X 1  X 2  ... ...  X 2  ... ...  X n  ...  X n
                             
                                f times         f times          n f times
                       X        1                2
                                            f   f  ...  f
                                             1  2      n


          Since  X  + X +  ..... +  X added  f  times can also be written  f X . Similarly, by  writing  other
                1    1       1       1                       1  1
          observation in same manner, we have
                                                        n        n
                                                          f X i    f X i
                                                           i
                                                                    i
                              f X  1  f X  2    f X  n  i  1  i  1
                                     2
                                                 n
                              1
                         X
                                 f  1  f  2    f  n    n         N
                                                            f
                                                            i
                                                       i  1
          Short-cut Method
          As before, we take the deviations of observations from an arbitrary value  A. The deviation of
          i  observation from A is d  = X  – A.
           th
                               i   i
          Multiplying both sides by f  we have  f  d = f  (X  – A)
                                i        i  i   i  i
          Taking sum over all the observations
                                   =   (  –  ) =   –    =    –  .
          Dividing both sides by N we have

                                            = X - A or                  .



                 Example: The following is the frequency distribution of age of 670 students of a school.
          Compute the arithmetic mean of the data.

                                   X
                                     5  6  7   8    9  10 11 12 13 14
                           (in years)
                           Frequency  25 45 90 165 112 96 81 26 18 12









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