clustDRM (version 0.1-0)

Clustering Dose-Response Curves and Fitting Appropriate Models to Them

Description

Functions to identify the pattern of a dose-response curve. Then fit a set of appropriate models to it according to the identified pattern, followed by model averaging to estimate the effective dose.

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Version

Install

install.packages('clustDRM')

Monthly Downloads

Version

0.1-0

License

GPL (>= 2)

Maintainer

Vahid Nassiri

Last Published

March 15th, 2019

Functions in clustDRM (0.1-0)

simulEvalDRM

simulation-based evalutation of a dose-response model

fitDRM

fitting dose-response model according to the identified pattern.

generalPatternClustering

Clustering dose-response curves based on their pattern

plotDoseResponseData

plot dose-response curves

plotSimulDRM

plot results of the simulation study

clustDRMapp

launch the shiny app for an easier use of the package

inputDataMaker

Creating suitable inputData for clustering of the dose-response curve patterns

monotonePatternClustering

clustering dose-response curves based on their pattern when it is known to be monotone. function to cluster dose-response curves based on their pattern.

clustDRMappSimple

launch the simpler version of the shiny app for an easier use of the package