CODEWITHSUNDEEP
rplotaxis-labelstukey
Emily
Emily

Reputation: 71

How to edit a Tukey test plot in R

I carried out a post-hoc Tukey test on an ANOVA and then I made a plot of the results. I can't seem to change my x axis title or my y axis title. I get this error: 

Error in plot.default(c(xi[, "lwr"], xi[, "upr"]), rep.int(yvals, 2L),  : 
  formal argument "xlab" matched by multiple actual arguments

This is my relevant code:

tuk <- TukeyHSD(final)
plot(tuk,xlab="Differences in mean departure times", ylab="Comparisons")

I also need to change the y axis tick mark labels but I don't know how.

Thanks.

Upvotes: 3

Views: 5502

Answers (1)

Nate
Nate

Reputation: 10671

So because of how they wrote the plot() method for TukeyHSD class object you can not change the axis labels by default, this detail is buried in the ?TuketHSD man page.

But you can easily hack together a copy that does allow you to do it. First find the code for the existing method with getAnywhere(plot.TukeyHSD). Then adapt it like so:

tuk_plot <- function (x, xlab, ylab, ylabels = NULL, ...) {
  for (i in seq_along(x)) {
    xi <- x[[i]][, -4L, drop = FALSE]
    yvals <- nrow(xi):1L
    dev.hold()
    on.exit(dev.flush())
    plot(c(xi[, "lwr"], xi[, "upr"]), rep.int(yvals, 2L), 
         type = "n", axes = FALSE, xlab = "", ylab = "", main = NULL, 
         ...)
    axis(1, ...)
    # change for custom axis labels
    if (is.null(ylabels)) ylabels <- dimnames(xi)[[1L]]

    axis(2, at = nrow(xi):1, labels = ylabels, 
         srt = 0, ...)
    abline(h = yvals, lty = 1, lwd = 0.5, col = "lightgray")
    abline(v = 0, lty = 2, lwd = 0.5, ...)
    segments(xi[, "lwr"], yvals, xi[, "upr"], yvals, ...)
    segments(as.vector(xi), rep.int(yvals - 0.1, 3L), as.vector(xi), 
             rep.int(yvals + 0.1, 3L), ...)
    title(main = paste0(format(100 * attr(x, "conf.level"), 
                               digits = 2L), "% family-wise confidence level\n"), 
          # change for custom axis titles
          xlab = xlab, ylab = ylab)

    box()
    dev.flush()
    on.exit()
  }
}

Now you can adjust the x and y axis along with custom y-labels:

tuk_plot(tuk, "Hello X Axis", "Hello Y Axis", c("One", "Two", "Three"))

enter image description here

If you don't provide the y-labels the default ones from the model will show up.

Reproducible Example:

fm1 <- aov(breaks ~ wool + tension, data = warpbreaks))
tuk <- TukeyHSD(fm1, "tension")

Upvotes: 6

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