RKappa: Software for Analyzing Rule-Based Models

Methods Mol Biol. 2019:1945:363-390. doi: 10.1007/978-1-4939-9102-0_17.

Abstract

RKappa is a framework for the development, simulation, and analysis of rule-based models within the mature statistically empowered R environment. It is designed for model editing, parameter identification, simulation, sensitivity analysis, and visualization. The framework is optimized for high-performance computing platforms and facilitates analysis of large-scale systems biology models where knowledge of exact mechanisms is limited and parameter values are uncertain.The RKappa software is an open-source (GLP3 license) package for R, which is freely available online ( https://github.com/lptolik/R4Kappa ).

Keywords: Exploratory analysis; Global sensitivity analysis; RKappa; Rule-based modeling.

MeSH terms

  • Computational Biology / methods*
  • Models, Biological*
  • Software
  • Systems Biology / methods*