npde.plot.select: Select plot for a NpdeObject object

In npde: Normalised Prediction Distribution Errors for Nonlinear Mixed-Effect Models

Select plot for a NpdeObject object

Description

Select plot for a NpdeObject object

Usage

npde.plot.select(npdeObject,data=FALSE,ecdf=FALSE,qqplot=FALSE, histogram=FALSE,
x.scatter=FALSE,pred.scatter=FALSE,x.box=FALSE,pred.box=FALSE, cov.scatter=FALSE, 
cov.x.scatter=FALSE, cov.pred.scatter=FALSE,cov.x.box=FALSE,cov.pred.box=FALSE, 
cov.ecdf=FALSE, cov.hist=FALSE, cov.qqplot=FALSE, vpc=FALSE,...)

Arguments

npdeObject	an object returned by a call to npde or autonpde
data	boolean, whether to produce a plot of the data
ecdf	boolean, whether to produce a distribution plot of the empirical distribution function
qqplot	boolean, whether to produce a QQ-plot of the empirical distribution function
histogram	boolean, whether to produce a histogram of the metric
x.scatter	boolean, whether to produce a scatterplot of the metric as a function of X
pred.scatter	boolean, whether to produce a scatterplot of the metric as a function of predictions
x.box	boolean, whether to produce whisker plots of the metric as a function of X
pred.box	boolean, whether to produce whisker plots of the metric as a function of predictions
cov.scatter	boolean, whether to produce a scatterplot of the metric as a function of covariate(s)
cov.x.scatter	boolean, whether to produce a scatterplot of the metric as a function of X, split by covariate(s)
cov.pred.scatter	boolean, whether to produce a scatterplot of the metric as a function of predictions, split by covariate(s)
cov.x.box	boolean, whether to produce whisker plots of the metric as a function of X, split by covariate(s)
cov.pred.box	boolean, whether to produce whisker plots of the metric as a function of predictions, split by covariate(s)
cov.ecdf	boolean, whether to produce a distribution plot of the empirical distribution function, split by covariate(s)
cov.hist	boolean, whether to produce a distribution plot of the empirical distribution function, split by covariate(s)
cov.qqplot	boolean, whether to produce a distribution plot of the empirical distribution function, split by covariate(s)
vpc	boolean, whether to produce a VPC
...	additional arguments to be passed on to the function, to control which metric (npde, pd, npd) is used or to override graphical parameters (see the PDF document for details, as well as set.plotoptions)

Value

a ggplot object or a list of ggplot objects (grobs)

Author(s)

Emmanuelle Comets <[e-mail]>

References

K. Brendel, E. Comets, C. Laffont, C. Laveille, and F. Mentre. Metrics for external model evaluation with an application to the population pharmacokinetics of gliclazide. Pharmaceutical Research, 23:2036–49, 2006.

See Also

npde, autonpde, set.plotoptions

npde documentation built on July 9, 2023, 5:20 p.m.