Grace S. Chiu

Bayesian Gaussian Mixture Modeling for Symmetric Matrix Variate Data

A new model called STRUCTURED is introduced to estimate how demographic traits influence changes in human activity networks, using sociomatrices that capture the probabilistic spatial overlap between individuals over time, finding that local crime environments and youth employment density are the dominant demographic f...