3 papers
stat.AP2022
Spatio-temporal Downscaling Emulator for Regional Climate Models: a Comparative Study
Luis A. Barboza, Shu Wei Chou Chen, Marcela Alfaro Córdoba +2
Regional Climate Models (RCM) describe the meso scale global atmospheric and oceanic dynamics and serve as dynamical downscaling models. In other words, RCMs use atmospheric and oc…
stat.AP2018
Multivariate Spatial-Temporal Variable Selection with Applications to Seasonal Tropical Cyclone Modeling
Marcela Alfaro Córdoba, Montserrat Fuentes, Joseph Guinness +1
Tropical cyclone and sea surface temperature data have been used in several studies to forecast the total number of hurricanes in the Atlantic Basin. Sea surface temperature (SST)…
stat.ME2017
A Comparison of Testing Methods in Scalar-on-Function Regression
Merve Yasemin Tekbudak, Marcela Alfaro Córdoba, Arnab Maity +1
A scalar-response functional model describes the association between a scalar response and a set of functional covariates. An important problem in the functional data literature is…