QPot: An R Package for Stochastic Differential Equation Quasi-Potential Analysis
Christopher M. Moore, Christopher R. Stieha, Ben C. Nolting, Maria K. Cameron and Karen C. Abbott
, The R Journal (2016) 8:2, pages 19-38.
Abstract QPot (pronounced kyoo + p ät) is an R package for analyzing two-dimensional systems of stochastic differential equations. It provides users with a wide range of tools to simulate, analyze, and visualize the dynamics of these systems. One of QPot’s key features is the computation of the quasi-potential, an important tool for studying stochastic systems. Quasi-potentials are particularly useful for comparing the relative stabilities of equilibria in systems with alternative stable states. This paper describes QPot’s primary functions, and explains how quasi-potentials can yield insights about the dynamics of stochastic systems. Three worked examples guide users through the application of QPot’s functions.
Received: 2015-10-22; online 2016-09-09@article{RJ-2016-031, author = {Christopher M. Moore and Christopher R. Stieha and Ben C. Nolting and Maria K. Cameron and Karen C. Abbott}, title = {{QPot: An R Package for Stochastic Differential Equation Quasi-Potential Analysis}}, year = {2016}, journal = {{The R Journal}}, doi = {10.32614/RJ-2016-031}, url = {https://doi.org/10.32614/RJ-2016-031}, pages = {19--38}, volume = {8}, number = {2} }