Plot an lmList Object
Diagnostic plots for the linear model fits corresponding to the
x components are obtained. The form argument gives
considerable flexibility in the type of plot specification. A
conditioning expression (on the right side of a | operator)
always implies that different panels are used for each level of the
conditioning factor, according to a Trellis display. If form
is a one-sided formula, histograms of the variable on the right hand
side of the formula, before a | operator, are displayed (the
Trellis function histogram is used). If form is
two-sided and both its left and right hand side variables are
numeric, scatter plots are displayed (the Trellis function
xyplot is used). Finally, if form is two-sided and its
left had side variable is a factor, box-plots of the right hand side
variable by the levels of the left hand side variable are displayed
(the Trellis function bwplot is used).
## S3 method for class 'lmList' plot(x, form, abline, id, idLabels, grid, ...)
x |
an object inheriting from class |
form |
an optional formula specifying the desired type of
plot. Any variable present in the original data frame used to obtain
|
abline |
an optional numeric value, or numeric vector of length two. If given as a single value, a horizontal line will be added to the plot at that coordinate; else, if given as a vector, its values are used as the intercept and slope for a line added to the plot. If missing, no lines are added to the plot. |
id |
an optional numeric value, or one-sided formula. If given as
a value, it is used as a significance level for a two-sided outlier
test for the standardized residuals. Observations with
absolute standardized residuals greater than the 1 - value/2
quantile of the standard normal distribution are identified in the
plot using |
idLabels |
an optional vector, or one-sided formula. If given as a
vector, it is converted to character and used to label the
observations identified according to |
grid |
an optional logical value indicating whether a grid should
be added to plot. Default depends on the type of Trellis plot used:
if |
... |
optional arguments passed to the Trellis plot function. |
a diagnostic Trellis plot.
José Pinheiro and Douglas Bates bates@stat.wisc.edu
fm1 <- lmList(distance ~ age | Subject, Orthodont) # standardized residuals versus fitted values by gender plot(fm1, resid(., type = "pool") ~ fitted(.) | Sex, abline = 0, id = 0.05) # box-plots of residuals by Subject plot(fm1, Subject ~ resid(.)) # observed versus fitted values by Subject plot(fm1, distance ~ fitted(.) | Subject, abline = c(0,1))
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