Question

In: Statistics and Probability

You wish to test the following claim (HaHa) at a significance level of α=0.05α=0.05. For the...

You wish to test the following claim (HaHa) at a significance level of α=0.05α=0.05. For the context of this problem, μd=μ2−μ1μd=μ2-μ1 where the first data set represents a pre-test and the second data set represents a post-test.

      Ho:μd=0Ho:μd=0
      Ha:μd<0Ha:μd<0

You believe the population of difference scores is normally distributed, but you do not know the standard deviation. You obtain pre-test and post-test samples for n=15n=15 subjects. The average difference (post - pre) is ¯d=−1.5d¯=-1.5 with a standard deviation of the differences of sd=6.3sd=6.3.

What is the test statistic for this sample? (Report answer accurate to three decimal places.)
test statistic =

What is the p-value for this sample? (Report answer accurate to four decimal places.)
p-value =

The p-value is...

  • less than (or equal to) αα
  • greater than αα



This test statistic leads to a decision to...

  • reject the null
  • accept the null
  • fail to reject the null



As such, the final conclusion is that...

  • There is sufficient evidence to warrant rejection of the claim that the mean difference of post-test from pre-test is less than 0.
  • There is not sufficient evidence to warrant rejection of the claim that the mean difference of post-test from pre-test is less than 0.
  • The sample data support the claim that the mean difference of post-test from pre-test is less than 0.
  • There is not sufficient sample evidence to support the claim that the mean difference of post-test from pre-test is less than 0.

Solutions

Expert Solution

Test Statistic :-




t = 2.198


Test Criteria :-
Reject null hypothesis if


Result :- Fail to reject null hypothesis

Decision based on P value
P - value = P ( t > 2.198 ) = 0.9774
Reject null hypothesis if P value <    level of significance
P - value = 0.9774 > 0.05 ,hence we fail to reject null hypothesis
Conclusion :- Fail to reject null hypothesis

The p-value is...greater than α

  • fail to reject the null

There is sufficient evidence to warrant rejection of the claim that the mean difference of post-test from pre-test is less than 0.


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