In 2009 Noodles & Company introduced spaghetti and meatballs to their menu. Before putting it on the menu, they performed taste tests to determine the best-tasting spaghetti sauce. In a paired comparison, 70 tasters were asked to rate their satisfaction with two different sauces on a scale of 1–10 with 10 being the highest. The mean difference in ratings was:
d=–0.385714 with a standard deviation of sd = 1.37570. Use α = 0.05. |
(a) | Choose the appropriate hypotheses for a two-tailed test. Assume μd is the average difference in taste of the two sauces. | ||||||
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(b) | Find the test statistic tcalc. (Round your answer to 3 decimal places. A negative value should be indicated by a minus sign.) |
tcalc_________ |
(c) | Find the critical value tcrit for α = .05. (Round your answer to 3 decimal places. A negative value should be indicated by a minus sign.) |
tcrit__________ | +/- |
(d) | Find the p-value. (Round your answer to 4 decimal places.) |
p-value________ |
(e) | State your conclusion. |
We (can/cannot) |
conclude that there is a difference in the taste of the two sauces.
To test against
Here
sample mean of difference
sample standard deviation of difference
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
Now,
The value of the test statistic
and critical value
and P-value
Since and P-value = 0.0218664 < 0.05, so we reject H0 at 5% level of significance and we can conclude that there is significant difference in the taste of the two sauces.
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