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Unit 32: Hypothesis Concerning Standard Deviation



            32.5 Summary                                                                          Notes



                                                                                  2
                                  1              2    n          1  æ     2 å   X ö
                             2                         1   2                      1i
                            s =
                We can write  1      å (X -  X 1 ) =     S =       çå  X -        ÷  and
                                           1i
                                                           1
                                                                          1i
                                n -  1               n -  1    n -  1          n
                                 1                    1         1   è           1  ø
                                                                        2
                       1               2    n    2    1   æ     2 å   X ö
                                                                        2i
                  2
                 s =       å  (X -  X  ) =   2  S =       çå  X -
                  2             2i   2           2             2i        ÷ .
                     n -  1               n -  1    n -  1 è         n 2  ø
                                           2
                      2
                                                      2
                                       s 1 2
                In the  variance ratio  F =  2  ,  we  take, by  convention the  largest of  the two sample
                                       s
                                        2
                            2
                 variance as s . Thus, this test is always a one tailed test with critical region at the right
                           1
                 hand tail of the F - curve.
                                                              s 2
                The 100(1 - a)% confidence limits for the variance ratio   1 2  ,  are given by
                                                              s 2
                    s é  2  1  s 2  s 2  1  ù
                                                -
                 P ê  1  ×    1    1  ×   ú  =  1 a .
                     2         2    2
                    s ê ë  2  F a /2  s 2  s 2  F 1 a /2 ú û
                                        -
            32.6 Keywords
                                                                           s 2  /s 2
            F - distribution: If H  : s  = s  against s  > s . Refer to § 20.6, the statistic  F =  1  1  , would
                            0   1  2        1  2                            2   2
                                                                           s  /s
                                                                            2   2
                   s 2
            become   1 2   under H , follows F - distribution with  n  (= n  - 1) and  n  (= n  - 1) degrees of
                                                                      2
                                                                           2
                             0
                                                        1
                                                             1
                   s
                    2
            freedom.
            32.7 Self Assessment
            Fill in the blanks:
            1.   These tests can be divided into two broad categories depending upon whether the .................
                 of the sample is large or small.

                                                                 s 2 /s 2             s 2
            2.   If H  : s  = s  against s  > s . Refer to § 20.6, the statistic  F =  1  1  , would become   1
                    0  1  2        1  2                           2   2                2
                                                                 s  /s                s
                                                                  2   2                2
                 under H , follows ................. with n  (= n  - 1) and n  (= n  - 1) degrees of freedom.
                       0                     1   1        2   2
                                  s 1 2
            3.   In the .................  F =  2  ,  we take, by convention the largest of the two sample variance as
                                  s
                                   2
                  2
                 s . Thus, this test is always a one tailed test with critical region at the right hand tail of the
                  1
                 F - curve.


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