plot.logitreg: Produces plots of analogue logistic regression models

In analogue: Analogue and Weighted Averaging Methods for Palaeoecology

Produces plots of analogue logistic regression models

Description

Draws the fitted logistic regression function describing the posterior probability that two sites are analogues conditional upon the dissimilarity between the two samples. Confidence intervals are also computed and displayed if requested.

Usage

## S3 method for class 'logitreg'
plot(x, group = "all", npred = 100,
     conf.int = 0.9, conf.type = c("none", "polygon", "lines"),
     xlab = expression(D[ij]), ylab = "Pr (A+ | d)",
     rug = TRUE, ticksize = 0.02,
     col = "red", ref.col = "lightgrey",
     lwd = 2, conf.lwd = 1, conf.lty = "dashed",
     shade = "lightgrey", ...)

Arguments

x	object to plot; an object of class "logitreg", usually the result of a call to logitreg.
group	The group to plot the logit model for. Can be one of the group labels or "Combined" to draw the individual logit models. Alternatively, and the default, is to use "all", which divides the plotting region into the required number of plotting regions and draws all the fitted curves.
npred	number of points at which the fitted curves are evaluated for plotting purposes.
conf.int	numeric; the confidence interval required.
conf.type	character; how should the confidence interval be drawn. Default is not to draw the confidence interval.
xlab, ylab	character; the x and y axis labels.
rug	logical; should rug plots be drawn?
ticksize	The size of the tick marks used in rug plots.
col	The colour in which to draw the line representing the fitted values.
ref.col	The colour of the reference lines drawn at 0 and 1.
lwd	The line width in which to draw the line representing the fitted values.
conf.lwd, conf.lty	Line width and line type for the confidence interval. Only used if conf.type = "lines" is specified.
shade	The colour for the fill and border of the confidence interval if conf.type = "polygon" is specified.
...	arguments passed on to plot.

Value

A plot on the current device.

Author(s)

Gavin L. Simpson

See Also

logitreg for an example, roc

analogue documentation built on Sept. 30, 2024, 9:41 a.m.