plot.classes {fsemipar} | R Documentation |
Graphical representation of regression model outputs
Description
plot
functions to generate visual representations for the outputs of several fitting functions: FASSMR.kernel.fit
, FASSMR.kNN.fit
, fsim.kernel.fit
, fsim.kernel.fit.optim
, fsim.kNN.fit
, fsim.kNN.fit.optim
, IASSMR.kernel.fit
, IASSMR.kNN.fit
, lm.pels.fit
, PVS.fit
, PVS.kernel.fit
, PVS.kNN.fit
, sfpl.kernel.fit
, sfpl.kNN.fit
,sfplsim.kernel.fit
and sfplsim.kNN.fit
.
Usage
## S3 method for class 'FASSMR.kernel'
plot(x,ind=1:10, size=15,col1=1,col2=2,col3=4,option=0,...)
## S3 method for class 'FASSMR.kNN'
plot(x,ind=1:10, size=15,col1=1,col2=2,col3=4,option=0, ...)
## S3 method for class 'fsim.kernel'
plot(x,size=15,col1=1,col2=2, ...)
## S3 method for class 'fsim.kNN'
plot(x,size=15,col1=1,col2=2,...)
## S3 method for class 'IASSMR.kernel'
plot(x,ind=1:10, size=15,col1=1,col2=2,col3=4,option=0, ...)
## S3 method for class 'IASSMR.kNN'
plot(x,ind=1:10, size=15,col1=1,col2=2,col3=4,option=0, ...)
## S3 method for class 'lm.pels'
plot(x,size=15,col1=1,col2=2,col3=4, ...)
## S3 method for class 'PVS'
plot(x,ind=1:10, size=15,col1=1,col2=2,col3=4,option=0, ...)
## S3 method for class 'PVS.kernel'
plot(x,ind=1:10, size=15,col1=1,col2=2,col3=4,option=0, ...)
## S3 method for class 'PVS.kNN'
plot(x,ind=1:10, size=15,col1=1,col2=2,col3=4,option=0, ...)
## S3 method for class 'sfpl.kernel'
plot(x,size=15,col1=1,col2=2,col3=4, ...)
## S3 method for class 'sfpl.kNN'
plot(x,size=15,col1=1,col2=2,col3=4, ...)
## S3 method for class 'sfplsim.kernel'
plot(x,size=15,col1=1,col2=2,col3=4, ...)
## S3 method for class 'sfplsim.kNN'
plot(x,size=15,col1=1,col2=2,col3=4, ...)
Arguments
x |
Output of the functions mentioned in the |
ind |
Indexes of the colors for the curves in the chart of estimated impact points. The default is |
size |
The size for title and axis labels in pts. The default is 15. |
col1 |
Color of the points in the charts. Also, color of the estimated functional index representation. The default is black. |
col2 |
Color of the nonparametric fit representation in FSIM functions, and of the straight line in 'Response vs Fitted Values' charts. The default is red. |
col3 |
Color of the nonparametric fit of the residuals in 'Residuals vs Fitted Values' charts. The default is blue. |
option |
Selection of charts to be plotted. The default, |
... |
Further arguments passed to or from other methods. |
Value
The functions return different graphical representations.
For the classes
fsim.kNN
andfsim.kernel
:The estimated functional index:
\hat{\theta}
.The regression fit.
For the classes
lm.pels
,sfpl.kernel
andsfpl.kNN
:The response over the
fitted.values
.The
residuals
over thefitted.values
.
For the classes
sfplsim.kernel
andsfplsim.kNN
:The estimated functional index:
\hat{\theta}
.The response over the
fitted.values
.The
residuals
over thefitted.values
.
For the classes
FASSMR.kernel
,FASSMR.kNN
,IASSMR.kernel
,IASSMR.kNN
,sfplsim.kernel
andsfplsim.kNN
:If
option=1
: The curves with the estimated impact points (in dashed vertical lines).If
option=2
: The estimated functional index:\hat{\theta}
.If
option=3
:The response over the
fitted.values
.The
residuals
over thefitted.values
.
If
option=0
: All chart are plotted.
For the classes
PVS
,PVS.kNN
,PVS.kernel
:If
option=1
: The curves with the estimated impact points (in dashed vertical lines).If
option=2
:The response over the
fitted.values
.The
residuals
over thefitted.values
.
If
option=0
: All chart are plotted.
All the routines implementing the plot S3 method use internally the R package ggplot2
to produce elegant and high quality
charts.
Author(s)
German Aneiros Perez german.aneiros@udc.es
Silvia Novo Diaz snovo@est-econ.uc3m.es
See Also
FASSMR.kernel.fit
, FASSMR.kNN.fit
, fsim.kernel.fit
, fsim.kNN.fit
, IASSMR.kernel.fit
, IASSMR.kNN.fit
, lm.pels.fit
, PVS.fit
, PVS.kernel.fit
, PVS.kNN.fit
, sfpl.kernel.fit
, sfpl.kNN.fit
, sfplsim.kernel.fit
and sfplsim.kNN.fit
.