Twenty children are selected for a study on daily soda and milk consumption. The differences in consumption (Soda minus Milk) have a mean of 20 ml with a standard deviation of 33 ml.
At the 5% level of significance, we would like to determine if there is evidence that the true mean amounts of milk and soda consumed differ. What is the P-value for the appropriate test of significance?
Question 3 options:
between 0.005 and 0.01 |
|
between 0.01 and 0.02 |
|
between 0.02 and 0.04 |
|
between 0.04 and 0.05 |
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between 0.05 and 0.10 |
Let denotes the average difference in amounts of milk and soda consumed.
To test against
Here
sample mean of difference
sample standard deviation
and sample size
The test statistic can be written as
which under H0 follows a t distribution with n-1 df.
We reject H0 at 5% level of significance if P-value < 0.05
Now,
The value of the test statistic
and P-value
So, P-value is between 0.01 and 0.02
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