Ales vs. Lagers Data were collected on calorie content for a random sample of ales and lagers and are summarized in the table. Assume the conditions for using a t -test are satisfied. (Source: efficientdrinker.com) Summary statistics for Calories: Where: Type = “L” or Type = “A” Group by: Type a. If we wanted to use a hypothesis test to determine if there is a difference in the calorie content of ales and IPAs, would we use a paired t -test or a two-sample t -test ? Explain. b. Construct a 95 % confidence interval for the difference in the mean calorie content of ales and lagers. Assume that the populations are approximately Normal. Based on your confidence interval, is there a difference in the mean calorie content for ales and lagers? Explain.
Ales vs. Lagers Data were collected on calorie content for a random sample of ales and lagers and are summarized in the table. Assume the conditions for using a t -test are satisfied. (Source: efficientdrinker.com) Summary statistics for Calories: Where: Type = “L” or Type = “A” Group by: Type a. If we wanted to use a hypothesis test to determine if there is a difference in the calorie content of ales and IPAs, would we use a paired t -test or a two-sample t -test ? Explain. b. Construct a 95 % confidence interval for the difference in the mean calorie content of ales and lagers. Assume that the populations are approximately Normal. Based on your confidence interval, is there a difference in the mean calorie content for ales and lagers? Explain.
Solution Summary: The author explains that the appropriate test is a two-sample test, which tests the difference in calorie content of ales and IPAs.
Ales vs. Lagers Data were collected on calorie content for a random sample of ales and lagers and are summarized in the table. Assume the conditions for using a
t
-test
are satisfied. (Source: efficientdrinker.com)
Summary statistics for Calories:
Where: Type
=
“L” or Type
=
“A”
Group by: Type
a. If we wanted to use a hypothesis test to determine if there is a difference in the calorie content of ales and IPAs, would we use a paired
t
-test
or a two-sample
t
-test
? Explain.
b. Construct a
95
%
confidence interval for the difference in the mean calorie content of ales and lagers. Assume that the populations are approximately Normal. Based on your confidence interval, is there a difference in the mean calorie content for ales and lagers? Explain.
Definition Definition Number of subjects or observations included in a study. A large sample size typically provides more reliable results and better representation of the population. As sample size and width of confidence interval are inversely related, if the sample size is increased, the width of the confidence interval decreases.
During busy political seasons, many opinion polls are conducted. In apresidential race, how do you think the participants in polls are generally selected?Discuss any issues regarding simple random, stratified, systematic, cluster, andconvenience sampling in these polls. What about other types of polls, besides political?
Please could you explain why 0.5 was added to each upper limpit of the intervals.Thanks
28. (a) Under what conditions do we say that two random variables X and Y are
independent?
(b) Demonstrate that if X and Y are independent, then it follows that E(XY) =
E(X)E(Y);
(e) Show by a counter example that the converse of (ii) is not necessarily true.
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