README.md

In anikoszabo/AUCtrap: Calculate Area Under the Curve Using Trapezoidal Rule

AUCtrap: AUC calculation using the trapezoidal rule

The goal of the AUCtrap package is to provide utilities for calculating the area under the curve for longitudinal measurements.

Installation

You can install the development version of AUCtrap from GitHub with:

# install.packages("devtools")
devtools::install_github("anikoszabo/AUCtrap")

Example

This is a basic example which shows you how to solve a common problem:

library(AUCtrap)
AUCtrap(0:3, c(3,4,1,2))
#> 7.5 using method AUC
AUCtrap(0:3, c(3,4,1,2), method="iAUC")
#> 0.6666667 using method iAUC
AUCtrap(0:3, c(3,4,1,2), method="minAUC")
#> 4.5 using method minAUC

A formula can be used:

dd <- data.frame(Time = 0:4, Value = c(3,4,1,2,10))
AUCtrap(Value ~ Time, data=dd)
#> 13.5 using method AUC

ex2 <- AUCtrap(0:3, c(3,4,1,2), method="iAUC")
ex2
#> 0.6666667 using method iAUC
plot(ex2)

ex.min <- AUCtrap(0:3, c(3,4,1,2), method="minAUC")
plot(ex.min)
AUCtrap(Value ~ Time, data=dd, subset=Time < 4, method="minAUC")

anikoszabo/AUCtrap documentation built on Dec. 19, 2021, 3:37 a.m.