sliceplot.Rd
This function plots slices from user defined values of bivariate surfaces.
sliceplot(x, y = NULL, z = NULL, view = 1, c.select = NULL, values = NULL, probs = c(0.1, 0.5, 0.9), grid = 100, legend = TRUE, pos = "topright", digits = 2, data = NULL, rawdata = FALSE, type = "mba", linear = FALSE, extrap = FALSE, k = 40, rug = TRUE, rug.col = NULL, jitter = TRUE, ...)
x  A matrix or data frame, containing the covariates for which the effect should be plotted
in the first and second column and at least a third column containing the effect. Another
possibility is to specify the plot via a 

y  If 
z  If 
view  Which variable should be used for the xaxis of the plot, the other variable will be
used to compute the slices. May also be a 
c.select  Integer, selects the column that is used in the resulting matrix to be
used as the 
values  The values of the 
probs  Numeric vector of probabilities with values in [0,1] to be used within function

grid  The grid size of the surface where the slices are generated from. 
legend  If set to 
pos  The position of the legend, see also function 
digits  The decimal place the legend values should be rounded. 
data  If 
rawdata  If set to 
type  Character, which type of interpolation method should be used. The default is

linear  Logical, should linear interpolation be used withing function

extrap  Logical, should interpolations be computed outside the observation area (i.e., extrapolated)? 
k  Integer, the number of basis functions to be used to compute the interpolated surface
when 
rug  Add a 
jitter  
rug.col  Specify the color of the rug representation. 
… 
Similar to function plot3d
, this function first applies bivariate interpolation
on a regular grid
, afterwards the slices are computed from the resulting surface.
Function sliceplot
can use the akima package to construct smooth interpolated
surfaces, therefore, package akima needs to be installed. The akima package has an ACM
license that restricts applications to noncommercial usage, see
https://www.acm.org/publications/policies/softwarecopyrightnotice
Function sliceplot
prints a note referring to the ACM license. This note can be suppressed by
setting
## Generate some data. set.seed(111) n < 500 ## Regressors. d < data.frame(z = runif(n, 3, 3), w = runif(n, 0, 6)) ## Response. d$y < with(d, 1.5 + cos(z) * sin(w) + rnorm(n, sd = 0.6))# NOT RUN { ## Estimate model. b < bamlss(y ~ te(z, w), data = d) summary(b) ## Plot estimated effect. plot(b, term = "te(z,w)", sliceplot = TRUE) plot(b, term = "te(z,w)", sliceplot = TRUE, view = 2) plot(b, term = "te(z,w)", sliceplot = TRUE, view = "w") plot(b, term = "te(z,w)", sliceplot = TRUE, probs = seq(0, 1, length = 10)) # }