Page 74 - Basic Statistics
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69




                       Spool     = The pooled variance of the samples.

                        2
                       S1       = The variance the first sample
                       S2      = The variance of second sample
                        2
                        n1    = Number of observations in the first sample

                        n2    = Number of observations in the second sample



                     The degrees of freedom for the t statistic in this special are simply given by

                     Df =  n1 + n2 - 2


                     b.  If both the variance of the population are not equal ( 1    2   ), then
                                                                                  2
                                                                                         2

                             X     X   −
                           t =     1  2                                                           ( T6 )
                              S
                                X   1  − X 2
                     where


                                    S  2   S  2
                          S      =    1  +  2                                                     ( T7 )
                          X    1  −  X 2  n  n
                                      1      2

                     Where  :

                     S         = The standard deviation of difference between two sample means.
                       X    1  −  X 2
                       S1       = The variance the first sample
                        2
                       S2      = The variance of second sample
                        2
                        n1    = Number of observations in the first sample
                        n2    = Number of observations in the second sample


                     The effective degrees of freedom for the t statistic given by expression



                                               2
                                     2
                                  [ (S / n  ) +  (S / n  )] 2
                          Dbef   =    1  1     2   2                                              ( T8 )
                                    2
                                                2
                                  (S / n 1 ) 2  +  (S / n 2 ) 2
                                                2
                                    1
                                   n 1  − 1     n 1  − 1




                                           ~~* CHAPTER 4   TESTING HYPOTHESIS *~~
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