Final answer:
The test statistic is t = -0.106 and the critical values are t = -1.833 and t = 1.833. At a 0.20 significance level, since -0.106 falls within the range (-1.833, 1.833), we fail to reject the null hypothesis. There is not enough evidence to warrant rejection of the claim that there is no difference between the reaction times of the right and left hands.
Step-by-step explanation:
To test the claim that there is no difference between the reaction times of the right and left hands, a paired t-test is conducted. The test statistic is calculated using the formula
, where
is the mean of the differences,
is the standard deviation of the differences, and n is the number of pairs.
In this case, the mean difference
is calculated as the average of the right-hand reaction times minus the left-hand reaction times. The standard deviation of the differences
is computed, and the test statistic is determined. With the degrees of freedom ( n - 1) and the chosen significance level, the critical values are identified.
Comparing the test statistic to the critical values, it is found that -0.106 falls within the range (-1.833, 1.833). Thus, at the 0.20 significance level, the null hypothesis is not rejected, indicating that there is no significant difference between the reaction times of the right and left hands.