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.
What does the margin of error include? When a margin of error is reported for a survey, it includes
a. random sampling error and other practical difficulties like undercoverage and non-response
b. random sampling error, but not other practical difficulties like undercoverage and nonresponse
c. practical difficulties like undercoverage and nonresponse, but not random smapling error
d. none of the above is corret
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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