plot.FDboost {FDboost} | R Documentation |
Plot the fit or the coefficients of a boosted functional regression model
Description
Takes a fitted FDboost
-object produced by FDboost()
and
plots the fitted effects or the coefficient-functions/surfaces.
Usage
## S3 method for class 'FDboost'
plot(
x,
raw = FALSE,
rug = TRUE,
which = NULL,
includeOffset = TRUE,
ask = TRUE,
n1 = 40,
n2 = 40,
n3 = 20,
n4 = 11,
onlySelected = TRUE,
pers = FALSE,
commonRange = FALSE,
...
)
plotPredicted(
x,
subset = NULL,
posLegend = "topleft",
lwdObs = 1,
lwdPred = 1,
...
)
plotResiduals(x, subset = NULL, posLegend = "topleft", ...)
Arguments
x |
a fitted |
raw |
logical defaults to |
rug |
when |
which |
a subset of base-learners to take into account for plotting. |
includeOffset |
logical, defaults to |
ask |
logical, defaults to |
n1 |
see below |
n2 |
see below |
n3 |
n1, n2, n3 give the number of grid-points for 1-/2-/3-dimensional smooth terms used in the marginal equidistant grids over the range of the covariates at which the estimated effects are evaluated. |
n4 |
gives the number of points for the third dimension in a 3-dimensional smooth term |
onlySelected |
logical, defaults to |
pers |
logical, defaults to |
commonRange |
logical, defaults to |
... |
other arguments, passed to |
subset |
subset of the observed response curves and their predictions that is plotted. Per default all observations are plotted. |
posLegend |
location of the legend, if a legend is drawn automatically (only used in plotPredicted). The default is "topleft". |
lwdObs |
lwd of observed curves (only used in plotPredicted) |
lwdPred |
lwd of predicted curves (only used in plotPredicted) |
Value
no return value (plot method)
See Also
FDboost
for the model fit and
coef.FDboost
for the calculation of the coefficient functions.