Considering the hypothesis tested and the p-value of the test, the correct option is given by:
There is sufficient evidence that there is a difference in mean cholesterol level when using medicine X and medicine Y.
At the null hypothesis, it is tested if there is no difference between the cholesterol levels, that is:
[tex]H_0: H_X - H_Y = 0[/tex]
At the alternative hypothesis it is tested if there is a difference, hence:
[tex]H_1: H_X - H_Y \neq 0[/tex]
The p-value is of 0.003 < 0.01, hence we reject the null hypothesis and conclude that there has was a difference, hence the correct option is given by:
There is sufficient evidence that there is a difference in mean cholesterol level when using medicine X and medicine Y.
More can be learned about hypothesis tests at https://brainly.com/question/26454209
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