This repository contains R implementation of the algorithm proposed in "Spatiotemporal prediction of infectious diseases using structured Gaussian processes with application to Crimean-Congo hemorrhagic fever", which is appearing in PLoS Neglected Tropical Diseases. structured_gpr_demo.R file shows how to use the regression algorithm in R. SGPR methods ------------ * structured_gpr_train.R => training procedure for regression in R * structured_gpr_test.R => test procedure for regression in R If you use the algorithm implemented in this repository, please cite the following paper: Cigdem Ak, Onder Ergonul, Irfan Sencan, Mehmet Ali Torunoglu, and Mehmet Gonen. Spatiotemporal prediction of infectious diseases using structured Gaussian processes with application to Crimean-Congo hemorrhagic fever. PLoS Neglected Tropical Diseases, 12(8):e0006737, 2018.