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11. Likehood Ratio and Other Tests  527

















                                  Figure 11.4.5. Upper-Sided Student’s t  Rejection Region
                                                                   n-2
                              Lower-Sided Alternative Hypothesis
                              We test H  : θ = 0 versus H  : ρ < 0. See the Figure 11.4.6. Along the lines
                                                    1
                                      0
                           of (11.4.11), one can also propose the following lower-sided level α test:




















                                  Figure 11.4.6. Lower-Sided Student’s t  Rejection Region
                                                                   n-2
                              Example 11.4.2 (Example 11.4.1 Continued) Consider the data on (X , X )
                                                                                       1
                                                                                          2
                           from Example 11.4.1 for 8 employees on their job performance scores before
                           and after the training. Assuming a bivariate normal distribution for (X , X ),
                                                                                      1
                                                                                          2
                           we wish to test whether the job performance scores before and after the
                           training are correlated. At 10% level, first we may want to test H  : ρ = 0
                                                                                    0
                           versus H  : ρ ≠ 0. For the observed data, one should check that r = .837257.
                                  1
                           From (11.4.11), we find the observed value of the test statistic:
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