plot-Data-ModelTox-method: Plot of the fitted dose-tox based with a given pseudo DLE...

In crmPack: Object-Oriented Implementation of CRM Designs

Plot of the fitted dose-tox based with a given pseudo DLE model and data without samples

Description

Plot of the fitted dose-tox based with a given pseudo DLE model and data without samples

Usage

## S4 method for signature 'Data,ModelTox'
plot(
  x,
  y,
  xlab = "Dose level",
  ylab = "Probability of DLE",
  showLegend = TRUE,
  ...
)

Arguments

x	the data of Data class object
y	the model of the ModelTox class object
xlab	the x axis label
ylab	the y axis label
showLegend	should the legend be shown? (default)
...	not used

Value

This returns the ggplot object for the dose-DLE model plot

Examples

##plot the dose-DLE curve given a pseudo DLE model using data without samples
##data must be of 'Data' class 
##define the data 
data<-Data(x=c(25,50,50,75,100,100,225,300),y=c(0,0,0,0,1,1,1,1),
           doseGrid=seq(25,300,25))
##model must be from 'ModelTox' class e.g 'LogisticIndepBeta' class model
##define the model (see LogisticIndepBeta example)
model <-LogisticIndepBeta(binDLE=c(1.05,1.8),DLEweights=c(3,3),DLEdose=c(25,300),data=data)
## plot the dose-DLE curve
## 'x' is the data and 'y' is the model in plot
plot(x=data,y=model)

crmPack documentation built on June 26, 2024, 5:07 p.m.