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Statistical Methods in Economics


                   Notes                 1977            5             18.7                           19.6

                                         1978            6             18.6                           20.3
                                         1979            7             21.5                           21.0

                                              The arithmetic mean for the first half is 13.6 and that for the second is 19.0. The straight
                                              line trend drawn through these two points is given in Figure.
                                              Furthermore, with these two average values, we get :

                                                                  95.2 132.8
                                                                      +
                                                              a =            = 16.3
                                                                      +
                                                                     77
                                                                      −
                                                                  132.8 95.2
                                                              b =   (  −  ) 715 7   = 0.67
                                              Thus, the trend becomes
                                                             Y  = 16.3 + 0.67 X
                                                              cal
                                                         Trend by the Method of Semi-Averages


                                                       22.0

                                                       20.0
                                                       18.0

                                                      PERSONS  16.0

                                                       14.0
                                                      OF  . 12.0
                                                      NO
                                                       10.0

                                                        8.0
                                                            1965 67  69  71   73  75  77   79
                                                                        YEAR
                                              Trend value for each year can now be determined by substituting the X value for that
                                              period in the above trend equation. The trend values have been calculated for all the
                                              years and the same has been given in the last column of the Table 23.1.
                                              This method of determining the trend is not a subjective one. The slope of the trend
                                              line now depends upon the difference between the averages that are computed from
                                              the original values, with each average as typical of the level of that segment of the
                                              data. However, this method is not entirely free from drawbacks. The major drawback
                                              here is due to the arithmetic mean which can be unduly affected by the extreme values
                                              in the series. If one part of the series contains more depressions or fewer prosperities
                                              than the other, then the trend line is not a true representation of the secular movements
                                              of the series. Therefore, the trend values obtained by this method are not accurate
                                              enough for the purpose either of forecasting the future trend or of eliminating the
                                              trend from the original data.







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