Plot of the fitted dose-efficacy based with a given pseudo efficacy model and data without samples
Source:R/Samples-methods.R
plot-DataDual-ModelEff-method.Rd
Plot of the fitted dose-efficacy based with a given pseudo efficacy model and data without samples
Usage
# S4 method for class 'DataDual,ModelEff'
plot(
x,
y,
...,
xlab = "Dose level",
ylab = "Expected Efficacy",
showLegend = TRUE
)
Value
This returns the ggplot
object for the dose-efficacy model plot
Examples
# nolint start
##plot the dose-efficacy curve given a pseudo efficacy model using data without samples
##data must be of 'DataDual' class
##define the data
data<-DataDual(x=c(25,50,50,75,100,100,225,300),y=c(0,0,0,0,1,1,1,1),
w=c(0.31,0.42,0.59,0.45,0.6,0.7,0.6,0.52),
doseGrid=seq(25,300,25),placebo=FALSE)
#> Used default patient IDs!
#> Used best guess cohort indices!
##model must be from 'ModelEff' class e.g 'Effloglog' class model
##define the model (see Effloglog example)
Effmodel<-Effloglog(eff=c(1.223,2.513),eff_dose=c(25,300),nu=c(a=1,b=0.025),data=data)
## plot the dose-efficacy curve
## 'x' is the data and 'y' is the model in plot
plot(x=data,y=Effmodel)
# nolint end