predict-DRModelLOESS-method: Predict response values from a DRModelLOESS object

In ybukhman/SynergyScreen: Analyze and simulate synergy screen data

Description

Given a vector of dose values, computes response on linear scale

Usage

## S4 method for signature 'DRModelLOESS'
predict(object, dose, ...)

Arguments

object	object of class DRModelLOESS
dose	a vector of dose values for which to compute response, numeric
...	other arguments to be passed to predict.loess

Details

A DRModelLOESS object contains a loess model for log(response) vs. dose. This method Executes predict.loess and exponentiates to return response on linear scale

Value

numeric vector of response values

Examples

data(sim15_screen3)
x = fit(dre(sim15_screen3,"Cpd10"),type="loess")
model(x)$loess
plot(x)
dose(x)
y = predict(model(x)$loess, dose=seq(0.4,4,by=0.4))
data.frame(dose = seq(0.4,4,by=0.4), y)

ybukhman/SynergyScreen documentation built on May 4, 2019, 2:31 p.m.