Forests of Uncertaint(r)ees: Using tree-based ensembles to estimate probability distributions of future conflict

Daniel Mittermaier, Tobias Bohne, Martin Hofer +1

Predictions of fatalities from violent conflict on the PRIO-GRID-month (pgm) level are characterized by high levels of uncertainty, limiting their usefulness in practical applicati…