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Conclusion of a Two-Sample T-Test
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What conclusion should be drawn regarding the difference in means between Group Y and Group X at the 5% significance level based on the table above?

Statistic Group X Group Y
Sample Size (n) 30 30
Sample Mean ($$\bar{x}$$) 100 105
Sample Standard Deviation (s) 12 15
Standard Error of Difference 4
t-score 1.25
P-value 0.215
Significance Level 0.05
A

Fail to reject $$H_0$$; no significant difference is detected.

B

Reject $$H_0$$; Group X has a significantly lower mean.

C

Reject $$H_0$$; Group Y has a significantly higher mean.

D

Reject $$H_0$$; the t-score is significant.

E

Reject $$H_0$$; the difference is statistically significant.

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