TL;DR
SimOutUtils is a MATLAB/Octave toolkit designed for analyzing, visualizing, and comparing time series outputs from stochastic simulation models, facilitating statistical analysis and publication-ready visualizations.
Contribution
It introduces a comprehensive suite of functions for analyzing and comparing simulation outputs, including visualization, distributional analysis, and statistical equivalence testing.
Findings
Enables detailed analysis of simulation output dynamics
Supports statistical comparison of multiple models
Produces publication-quality figures and tables
Abstract
SimOutUtils is a suite of MATLAB/Octave functions for studying and analyzing time series-like output from stochastic simulation models. More specifically, SimOutUtils allows modelers to study and visualize simulation output dynamics, perform distributional analysis of output statistical summaries, as well as compare these summaries in order to assert the statistical equivalence of two or more model implementations. Additionally, the provided functions are able to produce publication quality figures and tables showcasing results from the specified simulation output studies.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
