Data for Exercise 10.14

Board

Format

A data frame/tibble with 7 observations on three variables

salary

1999 salary (in $1000) for board directors

university

a factor with levels A, B, and C

References

Kitchens, L. J. (2003) Basic Statistics and Data Analysis. Pacific Grove, CA: Brooks/Cole, a division of Thomson Learning.

Examples


boxplot(salary ~ university, data = Board, col = c("red", "blue", "green"), 
        ylab = "Income")

tapply(Board$salary, Board$university, summary)
#> $A
#>    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
#>    60.0    77.5    90.0   133.6   160.0   310.0 
#> 
#> $B
#>    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
#>    30.0    62.5    80.0   107.9   135.0   250.0 
#> 
#> $C
#>    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
#>    60.0    95.0   260.0   415.7   600.0  1200.0 
#> 
anova(lm(salary ~ university, data = Board))
#> Analysis of Variance Table
#> 
#> Response: salary
#>            Df  Sum Sq Mean Sq F value  Pr(>F)  
#> university  2  408431  204215   2.815 0.08635 .
#> Residuals  18 1305800   72544                  
#> ---
#> Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
if (FALSE) {
library(dplyr)
dplyr::group_by(Board, university) %>%
         summarize(Average = mean(salary))
}