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Research Methodology




                    Notes                                                n
                                                                          i X
                                                                      X   i 1
                                                                          n
                                       (b)  Shortcut Method: This method is used when the magnitude of individual observations
                                            is large. The use of shortcut method is helpful in the simplification of calculation
                                            work.
                                            Let A be any assumed mean. We subtract A from every observation. The difference
                                            between an observation and A, i.e., X  – A is called the deviation of ith observation
                                                                          i
                                            from A and is denoted by d . Thus, we can write; d  = X  – A, d  = X  – A, ..... d  = X  –
                                                                  i                 1   1    2   2       n   n
                                            A. On adding these deviations and dividing by n we get
                                                           i d   (X   A )  X i  nA  X  i   A
                                                                               
                                                                      
                                                                  i
                                                          n   =   n       n      n
                                                                          d i 
                                                              –
                                            or           d  =  X A  where d   
                                                                          n 
                                            On rearranging, we get
                                                                       d
                                                         X  =  A d   A   i
                                                                       n
                                            This result can be used for the calculation of  X  .




                                     Notes  Theoretically we can select any value as assumed mean. However, for the purpose
                                     of simplification of calculation work, the selected value should be as nearer to the value of
                                     X   as possible.


                                          Example: The following figures relate to monthly output of cloth of a factory in a given
                                   year:

                                    Months       Jan   Feb   Mar   Apr   May   Jun   Jul   Aug   Sep   Oct   Nov   Dec
                                    Output       80   88   92   84    96   92   96   100   92   94   98   86
                                    (in ’000 metres)

                                   Calculate the average monthly output.
                                   Solution:
                                   (a)  Using Direct Method:

                                                               
                                                                             
                                                                          
                                                                      
                                                                  
                                                                                
                                                     
                                                        
                                              
                                                 
                                                           
                                            80 88 92 84 96 92 96 100 92 94 98 96
                                        X  =
                                                               12
                                          = 91.5 (‘000 mtrs)
                                   (b)  Using Shortcut Method:
                                       Let A = 90.
                                    X        80   88   92   84   96   92   96   100   92   94   98   86   Total
                                     i
                                    d  = X  – A   –10   –2   2   –6   6   2   6   10   2   4   8   –4   d  = 18
                                                                                                        i
                                        i
                                     i

                                                                     18
                                                              X =  90 
                                                                     12
                                                                = 90 + 1.5 = 91.5 thousand mtrs
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