2 sample hypothesis testing. Does increasing the amount of calcium in our diet reduce blood pressure? Examination of a large sample of people revealed.

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Presentation transcript:

2 sample hypothesis testing

Does increasing the amount of calcium in our diet reduce blood pressure? Examination of a large sample of people revealed a relationship between calcium intake and blood pressure. The relationship was strongest for black men. Such observational studies do not establish causation. Researchers therefore designed a randomized comparative experiment.

The subjects were 21 healthy black men who volunteered to take part in the experiment. They were randomly assigned to two groups: 10 of the men received a calcium supplement for 12 weeks, while the control group of 11 men received a placebo pill that looked identical. The experiment was double-blind. The response variable is the decrease in systolic (top number) blood pressure for a subject after 12 weeks, in millimeters of mercury. An increase appears as a negative response. Here are the data: Calc ium Plac ebo

Do the data provide sufficient evidence to conclude that a calcium supplement reduces blood pressure more than a placebo? Carry out an appropriate test to support your answer. 1) Name the test – how do you know?

2)Check the Assumptions 3) Write hypotheses

4)Test statistic 5)Make a picture.

6)Calculate a p-value. 7)Make a decision. 8)Conclusion: