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.
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Type I and II Errors, Power, Effect Size, Significance and Power Analysis in Quantitative Research; Author: NurseKillam;https://www.youtube.com/watch?v=OWn3Ko1WYTA;License: Standard YouTube License, CC-BY