addhlines: Add horizontal lines to plot.

In gamclass: Functions and Data for a Course on Modern Regression and Classification

Add horizontal lines to plot.

Description

This is designed for adding horizontal lines that show predicted values to a plot of observed values versus x-values, in rpart regression. Where predicted values change between two successive x-values lines are extended to the midway point. This reflects the way that predict.rpart handles predictions for new data.

Usage

addhlines(x, y, ...)

Arguments

x	Vector of predictor variable values.
y	Vector of predicted values.
...	Additional graphics parameters, for passing through to the lines() function.

Value

Lines are added to the current graph.

Author(s)

John Maindonald

Examples

x <- c(34, 18, 45, 18, 27, 24, 34, 20, 24, 28, 21, 18)
y <- c(14, 11, 12, 9, 4, 11, 6, 9, 4, 10, 9, 2)
hat <- c(10.5, 7.75, 10.5, 7.75, 7, 7, 10.5, 7.75, 7, 10.5, 7, 7.75)
plot(x, y)
addhlines(x, hat, lwd=2, col="gray")

## The function is currently defined as
function(x,y, ...){
  ordx <- order(x)
  xo <- x[ordx]
  yo <- y[ordx]
  breaks <- diff(yo)!=0
  xh <- c(xo[1],0.5*(xo[c(FALSE,breaks)]+xo[c(breaks, FALSE)]))
  yh <- yo[c(TRUE, breaks)]
  y3 <- x3 <- numeric(3*length(xh)-1)
  loc1 <- seq(from=1, to=length(x3), by=3)
  x3[loc1] <- xh
  x3[loc1+1]<- c(xh[-1], max(x))
  x3[loc1[-length(loc1)]+2] <- NA
  y3[loc1[-length(loc1)]+2] <- NA
  y3[loc1] <- yh
  y3[loc1+1] <- yh
  lines(x3,y3, ...)
}

gamclass documentation built on Aug. 21, 2023, 5:07 p.m.