TIRE: Stopping Distance

In alanarnholt/PASWR2: Probability and Statistics with R, Second Edition

Stopping Distance

Description

The data frame TIRE has the stopping distances measured to the nearest foot for a standard sized car to come to a complete stop from a speed of sixty miles per hour. There are six measurements of the stopping distance for four different tread patterns labeled A, B, C, and D. The same driver and car were used for all twenty-four measurements.

Usage

TIRE

Format

A data frame with 24 observations on the following 3 variables:

• stopdist (stopping distance measured to the nearest foot)

• tire (a factor with levels A, B, C, and D)

• order (order the experiment was conducted)

References

Ugarte, M. D., Militino, A. F., and Arnholt, A. T. 2015. Probability and Statistics with R, Second Edition. Chapman & Hall / CRC.

Examples

ggplot(data = TIRE, aes(x = reorder(tire, stopdist, FUN = median), y = stopdist, 
fill = tire)) + geom_boxplot() + guides(fill = "none") + 
labs(y = "Stopping distance in feet", x = "Tire Brand") + scale_fill_brewer()
summary(aov(stopdist ~ tire, data = TIRE))
p <- ggplot(data = TIRE, aes(x = reorder(tire, stopdist, FUN = mean), 
y = stopdist, fill = tire))
p + geom_boxplot(width = 0.6) + geom_dotplot(binaxis = "y", stackdir = "center",
binwidth = 2) + guides(fill = "none") + scale_fill_brewer() + 
stat_summary(fun = mean, geom = "point", fill = "black", shape = 23, size = 3) +
labs(x = "Tire Brand", y = "Stopping distance in feet")

alanarnholt/PASWR2 documentation built on June 2, 2022, 5:20 a.m.