CRAN/E | CausalKinetiX

CausalKinetiX

Learning Stable Structures in Kinetic Systems

Installation

About

Implementation of 'CausalKinetiX', a framework for learning stable structures in kinetic systems. Apart from the main functions CausalKinetiX() and CausalKinetiX.modelranking() it includes functions to generate data from three simulations models, which can be used to benchmark structure learning methods for linear ordinary differential equation models. A detailed description of the underlying methods as well as details on the examples are given in Pfister, Bauer and Peters (2018) .

Key Metrics

Version 0.2.1
Published 2019-06-20 1744 days ago
Needs compilation? no
License GPL-3
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Maintainer

Maintainer

Niklas Pfister

niklas.pfister@stat.math.ethz.ch

Authors

Niklas Pfister

aut / cre

Stefan Bauer

aut

Jonas Peters

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CausalKinetiX archive

Imports

fda
cvTools
quadprog
randomForest
deSolve
stats
graphics
pspline
utils
glmnet
sundialr ≥ 0.1.3