Bayesian methods for statistical network analysis and data subsampling

<p>Bayesian statistics provides an important framework for parameter estimation and uncertainty quantification in a wide range of settings. Prior information on unknown parameters can be incorporated into Bayesian models in principled ways, resulting in posterior distributions that describe th...