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rggplot2axis-labels

Mathematical expression in tick mark labels, ggplot2


I want to make tick mark labels using mathematical expressions. See the next example:

library(tidyverse)    
gl<-30
ggplot(data = data.frame(x = c(-5, 5)), aes(x)) +
      stat_function(fun = dt, args = list(df = 30))+ylab("f(t)")+
      geom_segment(aes(x=qt(.975,gl),xend=qt(.975,gl),y=0,yend=dt(qt(.975,gl),gl)))+
      scale_x_continuous("t", round(c(-5,qt(1-.975,gl),0,qt(.975,gl),5),3), limits=c(-5,5),labels=c("-5.000", "-2.042",  "0"  ,"list(q[0.95]==0.025)",  "5.000"))+
      annotate("segment", x = c(2.2), xend = c(3.8), 
               y = c(0.02), yend = c(.16), colour = "red", size=1, alpha=0.6, arrow=arrow())+
      annotate("segment", x = c(-1), xend = c(-3), 
               y = c(0.02), yend = c(.16), colour = 1, size=1, alpha=0.6, arrow=arrow())+
      stat_function(fun = dt, args = list(df = gl),
                    xlim = c(-5,qt(.975,gl)),
                    geom = "area",fill="red",alpha=0.5)+
        annotate("text", x = c(-3.8,3.8,4), y = c(0.18,0.18,.3), 
               label = c("1-alpha","alpha/2","list(q[0.95]==0.025)"),parse=T , size=4 , fontface="bold")+
      theme_bw()

enter image description here If line

scale_x_continuous("t", round(c(-5,qt(1-.975,gl),0,qt(.975,gl),5),3), limits=c(-5,5),labels=c("-5.000", "-2.042",  "0"  ,"list(q[0.95]==0.025)",  "5.000"))

Is replaced by

scale_x_continuous("t", round(c(-5,qt(1-.975,gl),0,qt(.975,gl),5),3), limits=c(-5,5),labels=c("-5.000", "-2.042",  "0"  ,"list(q[0.95]==0.025)",  "5.000"),parse=T)

An error is obtained:

Error in scale_x_continuous("t", round(c(-5, qt(1 - 0.975, gl), 0, qt(0.975, : unused argument (parse = T)

How to achieve mathematical expressions in scale_x_continuous as is achieved in annotate?


Solution

  • You can use plotmath expressions in expression vectors to make this happen.

    library(tidyverse)
    mf<-55
    sdf<-8
    weight_lim<-c(30, 110)
    xlabels <- expression(
      "-5.000",
      "-2.042",
      "0",
      q[0.95]==0.025,
      "5.000"
    )
    ggplot(data = data.frame(weight = weight_lim), aes(weight)) +
      stat_function(fun = dnorm, n = 101, args = list(mean = mf, sd = sdf),color=2) +
      geom_segment(aes(x=50,xend=50,y=c(0),yend=c(dnorm(50,mf,sdf))),linetype=2,col=2)+
      stat_function(fun = dnorm, args = list(mean = mf,sd=sdf),
                    xlim = c(weight_lim[1],50),
                    geom = "area",fill="red",alpha=0.5)+
      ylab("f(weight)") + scale_x_continuous("t", seq(weight_lim[1],weight_lim[2], length.out =5), 
                                             limits=weight_lim, 
                                             labels= xlabels) + 
      theme_bw()
    

    Created on 2020-07-15 by the reprex package (v0.3.0)