inst/snippet/qq-norm03-fig.R

In fastR2: Foundations and Applications of Statistics Using R (2nd Edition)

dat10 <- 
  data.frame(
    x = rnorm(8*10),                # 8 samples of size 10
    size = rep(10, 8*10),           # record sample size
    sample = rep(1:8, each = 10)    # record sample number
  )
dat25 <- 
  data.frame(
    x = rnorm(8*25),                # 8 samples of size 25
    size = rep(25, 8*25),           # record sample size
    sample = rep(1:8, each = 25)    # record sample number
  )
dat100 <- 
  data.frame(
    x = rnorm(8*100),               # 8 samples of size 100
    size = rep(100, 8*100),         # record sample size
    sample = rep(1:8, each = 100)   # record sample number
  )
simdata <- rbind(dat10, dat25, dat100)

# generate the normal-quantile plots for each of the 30 samples
gf_qq( ~ x ,data = simdata) %>%
  gf_facet_grid(factor(size) ~ factor(sample), scales = "free") %>%
  gf_theme(
    panel.grid.minor = element_blank(),
    panel.grid.major = element_blank(),
    axis.text = element_blank(), 
    axis.ticks = element_blank())