For this question and the next one, you will need to use the dataset mpg which comes with the package ggplot2 in R. The dataset has 11 different variables representing 234 cars of different makes and models. (a) Report the summary statistics for the variable hwy, which represents highway mpg for the cars in the dataset. (b) Construct a 95% confidence interval around the mean you reported in part (a). You can use the normal distribution, since your sample is large enough. (c) Using the confidence interval in part (C), test against the null hypothesis of the national average mpg being at 22.70 (H0 μ = 22.70). State your conclusion. (d) Using the null hypothesis in part (c), compute the p-value. Is your conclusion the same as in part (c) at 95% confidence level? Would your conclusion change if you drop your confidence level to 94 %? Explain.
For this question and the next one, you will need to use the dataset mpg which comes with the package ggplot2 in R. The dataset has 11 different variables representing 234 cars of different makes and models. (a) Report the summary statistics for the variable hwy, which represents highway mpg for the cars in the dataset. (b) Construct a 95% confidence interval around the mean you reported in part (a). You can use the normal distribution, since your sample is large enough. (c) Using the confidence interval in part (C), test against the null hypothesis of the national average mpg being at 22.70 (H0 μ = 22.70). State your conclusion. (d) Using the null hypothesis in part (c), compute the p-value. Is your conclusion the same as in part (c) at 95% confidence level? Would your conclusion change if you drop your confidence level to 94 %? Explain.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Transcribed Image Text:For this question and the next one, you will need to use the dataset mpg which comes with the
package ggplot2 in R. The dataset has 11 different variables representing 234 cars of different makes
and models.
(a) Report the summary statistics for the variable hwy, which represents highway mpg for the
cars in the dataset.
(b) Construct a 95% confidence interval around the mean you reported in part (a). You can use
the normal distribution, since your sample is large enough.
(c) Using the confidence interval in part (C), test against the null hypothesis of the national
average mpg being at 22.70 (H0 μ = 22.70). State your conclusion.
(d) Using the null hypothesis in part (c), compute the p-value. Is your conclusion the same as in
part (c) at 95% confidence level? Would your conclusion change if you drop your confidence
level to 94 %? Explain.
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