eadrm: Fitting Dose-Response Models Using an Evolutionary Algorithm

Fits dose-response models using an evolutionary algorithm to estimate the model parameters. The procedure currently can fit 3-parameter, 4-parameter, and 5-parameter log-logistic models as well as exponential models. Functions are also provided to plot, make predictions, and calculate confidence intervals for the resulting models. For details see "Nonlinear Dose-response Modeling of High-Throughput Screening Data Using an Evolutionary Algorithm", Ma, J., Bair, E., Motsinger-Reif, A.; Dose-Response 18(2):1559325820926734 (2020) <doi:10.1177/1559325820926734>.

Getting started

Package details

AuthorEric Bair [aut, cre], Jun Ma [aut]
MaintainerEric Bair <eric.bair@sciome.com>
LicenseGPL-3
Version0.1.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("eadrm")

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eadrm documentation built on May 30, 2022, 1:08 a.m.