Machine Learning

Scalable Spatio-Temporal Autoregressive Models

STAR models for large non-Gaussian multivariate data [2018]
spatial-statistics machine-learning

Probabilistic Supervised Clustering with Conditional Random Fields

Predicting group emergence in spatial- and non-spatial settings [2018]
machine-learning spatial-statistics

Roads to Rule, Roads to Rebel

Relational state capacity and conflict in Africa [2018]
geospatial-data machine-learning conflict causal-inference

Accounting for Immunity in Spatial Processes

The spatial susceptibility model [2018]
spatial-statistics machine-learning bayesian-statistics

New Spatial Data on Ethnicity

Introducing SIDE [2018]
machine-learning spatial-statistics geospatial-data ethnicity