If Bayesian inference is the destination, then mathematical analysis is a particular path ... The second, preferred, option is to use the nbviewer.jupyter.org site, which display Jupyter notebooks in ...

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

Bayesian inference mixed effects models neurodegeneration Alzheimer's disease longitudinal ... and allows us to derive probabilistic statements on individuals of interest remaining in a specified ...

According to the results of information gain, R and Netica were used to build the Bayesian network model and implement Bayesian inference, respectively ... as well as anger in disyllabic model. For ...

For example, in a bivariate VAR for supply and demand identified solely by sign restrictions ... as a special case of result (2), that the influence of these priors does not vanish asymptotically. (4) ...

Bayesian inference (BI) is then utilized to achieve fault self-diagnosis and quantify the uncertainty of diagnostic results. Finally, using the nickel flash smelting system as an example, experiments ...

The workshop, "Efficient Approximate Bayesian Inference," drew participants from across the world. The main goals of the workshop were to enhance variational methods for analyzing complex data sets, ...

This paper investigates high-resolution, three-dimensional TomoSAR imaging within the framework of compressed sensing. A modified imaging algorithm based on Off-Grid Sparse Bayesian Inference (OGSBI) ...