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                     Therefore t-actual < - t0.05;41, which is - 8.48 < -1.684 then H0 is rejected at the 5

                     percent  significance  level.  It  was  concluded  that  the  mean  test  scores  of  the

                     direct learning lower than the mean test scores of the cooperative learning.


                     Solving using computerized:

                            The data in columns 2 and 3 of Table 2 stored in the S-plus, called TPS.

                     Its data in the form of a matrix and has the number of row and column 25 and  2

                     respectively.


                     > var.test(TPS[,1],TPS[,2],alternative="two.sided", conf.level=.95)

                            F test for variance equality

                     data:  TPS[, 1] and TPS[, 2]
                     F = 0.4245, num df = 24, denom df = 24, p-value = 0.0407
                     alternative hypothesis: true ratio of variances is not equal to 1
                     95 percent confidence interval:
                      0.1870554     0.9632639

                     sample estimates:
                      variance of x     variance of y
                           16.75                 39.46



                     > t.test(TPS, TPS [, 2], alternative="two.sided", mu=0, paired=F,
                      + var.equal=F, conf.level=.95)

                     Welch Modified Two-Sample t-Test

                     data:  x: direct in TPS , and y: cooperative  in TPS
                     t = -8.483,      df = 41.264,      p-value = 0
                     alternative hypothesis: true difference in means is not equal to 0
                     95 percent confidence interval:
                      -15.747645        -9.692355
                     sample estimates:
                      mean of x         mean of y
                             64                76.72


                     > t.test(TPS [, 1], TPS [, 2], alternative="less", mu=0, paired=F,
                      + var.equal=F, conf.level=.95)

                     Welch Modified Two-Sample t-Test




                                           ~~* CHAPTER 4   TESTING HYPOTHESIS *~~
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