In: Statistics and Probability
Is the average time to complete an obstacle course different when a patch is placed over the right eye than when a patch is placed over the left eye? Thirteen randomly selected volunteers first completed an obstacle course with a patch over one eye and then completed an equally difficult obstacle course with a patch over the other eye. The completion times are shown below. "Left" means the patch was placed over the left eye and "Right" means the patch was placed over the right eye.
Right | 48 | 40 | 40 | 44 | 40 | 47 | 45 | 48 |
---|---|---|---|---|---|---|---|---|
Left | 45 | 32 | 38 | 43 | 37 | 48 | 43 | 48 |
Assume a Normal distribution. What can be concluded at the the αα = 0.01 level of significance level of significance?
The null and alternative hypotheses would be:
The test statistic ? t (3 decimal places)?
The p-value (4 decimal places)?
p value less than or greater than significance level?
reject or fail to reject the null hypothesis?
Thus, the final conclusion is that ...
(a)
H0: Null Hypothesis: = 0 ( the average time to complete an obstacle course is not different when a patch is placed over the right eye than when a patch is placed over the left eye )
HA: Alternative Hypothesis: 0 ( the average time to complete an obstacle course is different when a patch is placed over the right eye than when a patch is placed over the left eye ) (Claim)
(b)
From the iven data, values of d = Right - Left are got as follows:
d = Right - Left = 3,8,2,1,3,-1,2,0
From d values, the following statistics are calculated:
n = Sample Size = 8
= Mean of d values = 2.25
sd =Standard Deviation of d values = 2.712
Test Statistic is given by:
The test statistic : t = 2.346
(c)
df = 8 - 1 = 7
By Technology:
p - value = 0.0514
(d)
p value is greater than significance level.
(e)
Correct option:
The results are statistically insignificant at α = 0.01, so there is insufficient evidence to conclude that the population mean time to complete the obstacle course with a patch over the right eye is not the same as the population mean time to complete the obstacle course with a patch over the left eye.