3 papers
stat.AP2021
Wildfires vegetation recovery through satellite remote sensing and Functional Data Analysis
Feliu Serra-Burriel, Pedro Delicado, Fernando M. Cucchietti
In recent years wildfires have caused havoc across the world, especially aggravated in certain regions, due to climate change. Remote sensing has become a powerful tool for monitor…
stat.AP2020
Estimating heterogeneous wildfire effects using synthetic controls and satellite remote sensing
Feliu Serra-Burriel, Pedro Delicado, Andrew T. Prata +1
Wildfires have become one of the biggest natural hazards for environments worldwide. The effects of wildfires are heterogeneous, meaning that the magnitude of their effects depends…
stat.ML2019
Understanding complex predictive models with Ghost Variables
Pedro Delicado, Daniel Peña
We propose a procedure for assigning a relevance measure to each explanatory variable in a complex predictive model. We assume that we have a training set to fit the model and a te…