Bayesian inference with information content model check for Langevin equations.
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review E"
DOI: 10.1103/physreve.96.062106
Abstract: The Bayesian data analysis framework has been proven to be a systematic and effective method of parameter inference and model selection for stochastic processes. In this work, we introduce an information content model check that… read more here.
Keywords: model check; model; langevin equations; content model ... See more keywords
VMC: A Grammar for Visualizing Statistical Model Checks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2024.3456402
Abstract: Visualizations play a critical role in validating and improving statistical models. However, the design space of model check visualizations is not well understood, making it difficult for authors to explore and specify effective graphical model… read more here.
Keywords: model check; model checks; vmc grammar; checks vmc ... See more keywords