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Quantitative Techniques – I




                    Notes          The formula for the computation of Q  can be written by making suitable changes in the formula
                                                                 1
                                   of median.
                                   After locating the first quartile class, the formula for Q can be written as follows:
                                                                               1
                                                                         n
                                                                           – C
                                                                          4
                                                                 Q  = L        h
                                                                  1   Q1   f Q 1
                                   Here,  L  is lower limit of the first quartile class,  h is its width,  f is its frequency and  C is
                                         Q 1                                             Q 1
                                   cumulative frequency of classes preceding the first quartile class.
                                   By definition, the second  quartile is median of the distribution. The third  quartile (Q ) of  a
                                                                                                          3
                                   distribution can also be defined in a similar manner.
                                   For a discrete distribution, Q is that value of the variate such that at least 75% of the observations
                                                         3
                                   are less than or equal to it and at least 25% of the observations are greater than or equal to it.
                                   For a grouped frequency distribution, Q is that value of the variate such that area under the
                                                                    3
                                   histogram to the left of the ordinate at Q is 75% and the area to its right is 25%. The formula for
                                                                   3
                                                                         3N
                                                                             C
                                                                          4
                                   computation of Q can be written as  Q 3  L Q   , h where the symbols have their usual
                                                 3                   3     f
                                                                           Q
                                                                            3
                                   meaning.
                                   6.4.2 Deciles

                                   Deciles divide a distribution into 10 equal parts and there are, in all, 9 deciles denoted as  D , D ,
                                                                                                           1  2
                                   ...... D respectively.
                                       9
                                   For a discrete distribution, the i th decile D  is that value of the variate such that at least (10i)% of
                                                                    i
                                   the observation are less than or equal to it and at least (100 - 10i)% of the observations are greater
                                   than or equal to it (i = 1, 2, ...... 9).
                                   For a continuous or grouped frequency distribution, D  is that value of the variate such that the
                                                                              i
                                   area under the histogram to the left of the ordinate at  D  is (10i)% and the area to its right is
                                                                                 i
                                   (100 - 10i)%. The formula for the i th decile can be written as
                                                                   iN
                                                                       C
                                                                   10
                                                          D   L            h  (i = 1, 2, ...... 9)
                                                           i   i D   f
                                                                      i D
                                   6.4.3 Percentiles

                                   Percentiles divide a distribution into 100 equal parts and there are, in all, 99 percentiles denoted
                                   as P , P , ...... P , ...... P , ...... P , ...... P  respectively.
                                      1  2    25     40    60    99
                                   For a discrete distribution, the kth percentile P  is that value of the variate such that at least k%
                                                                        k
                                   of the observations are less than or equal to it and at least  (100 – k)% of the observations are
                                   greater than or equal to it.











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