I hold a Ph.D. in Statistics and Operations Research and serve as Full Professor at Miguel Hernández University (UMH). My research integrates Bayesian Modeling, Machine Learning, and Efficiency Analysis to develop interpretable AI methods for Biomedicine, Environmental Sciences, Agronomy, and Economics.
I am a leading contributor in Spain to the integration of Machine Learning with Data Envelopment Analysis (DEA), developing methods such as Efficiency Analysis Trees (EAT) and Multivariate Adaptive Frontier Splines (MAFS), published in Q1 journals and implemented in open-source R packages. I have led competitive projects including DeLePoF and IA4-COVID.
My work in spatial and spatio-temporal Bayesian modeling focuses on uncertainty quantification, disease mapping, ecological forecasting, and Species Distribution Models incorporating biotic interactions.
I have authored over 105 peer-reviewed papers (h-index: 20 WoS; 28 Google Scholar), supervised 2 Ph.D. theses (4 ongoing), and participated in 37 competitive projects (6 as PI). I currently serve as Chair of the Representative Council of the International Biometric Society (2026–2027) and hold editorial roles in international journals.
I hold a Ph.D. in Statistics and Operations Research and serve as Full Professor at Miguel Hernández University (UMH). My research integrates Bayesian Modeling, Machine Learning, and Efficiency Analysis to develop interpretable AI methods for Biomedicine, Environmental Sciences, Agronomy, and Economics.
I am a leading contributor in Spain to the integration of Machine Learning with Data Envelopment Analysis (DEA), developing methods such as Efficiency Analysis Trees (EAT) and Multivariate Adaptive Frontier Splines (MAFS), published in Q1 journals and implemented in open-source R packages. I have led competitive projects including DeLePoF and IA4-COVID.
My work in spatial and spatio-temporal Bayesian modeling focuses on uncertainty quantification, disease mapping, ecological forecasting, and Species Distribution Models incorporating biotic interactions.
I have authored over 105 peer-reviewed papers (h-index: 20 WoS; 28 Google Scholar), supervised 2 Ph.D. theses (4 ongoing), and participated in 37 competitive projects (6 as PI). I currently serve as Chair of the Representative Council of the International Biometric Society (2026–2027) and hold editorial roles in international journals.