2 papers
stat.ME2020
An Extreme Value Bayesian Lasso for the Conditional Left and Right Tails
Miguel de Carvalho, Soraia Pereira, Paula Pereira +1
We introduce a novel regression model for the conditional left and right tail of a possibly heavy-tailed response. The proposed model can be used to learn the effect of covariates…
stat.ML2018
Scalable high-resolution forecasting of sparse spatiotemporal events with kernel methods: a winning solution to the NIJ "Real-Time Crime Forecasting Challenge"
Seth Flaxman, Michael Chirico, Pau Pereira +1
We propose a generic spatiotemporal event forecasting method, which we developed for the National Institute of Justice's (NIJ) Real-Time Crime Forecasting Challenge. Our method is…