Outputs for STATISTICS Department (Year 2023)
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Articles
- Band depth based initialization of K-means for functional data clustering
- Computer-Aided Detection and Classification of Monkeypox and Chickenpox Lesion in Human Subjects Using Deep Learning Framework
- Cost-sensitive probabilistic predictions for support vector machines
- Data-driven stabilizations of goodness-of-fit tests
- Direct versus iterated multiperiod Value-at-Risk forecasts
- From snapshots to manifolds - a tale of shear flows
- Group linear algorithm with sparse principal decomposition: a variable selection and clustering method for generalized linear models
- Joint optimization of sales-mix and generation plan for a large electricity producer
- Level Sets Semimetrics for Probability Measures with Applications in Hypothesis Testing
- Mathematical Assessment of Machine Learning Models Used for Brain Tumor Diagnosis
- On constrained smoothing and out-of-range prediction using P-splines: A conic optimization approach
- On the safe use of prior densities for Bayesian model selection
- Pareto optimal prediction intervals with hypernetworks
- Perception of innovation in Spain
- Research patterns in communication (2009-2019): testing female representation and productivity differences, within the most cited authors and the field
- Spatial extreme model for rainfall depth: application to the estimation of IDF curves in the Basque country
- The systematic review of artificial intelligence applications in breast cancer diagnosis
- What drives industrial energy prices?
Books
- Análisis y visualización de los ODS en distintos territorios
- Book of Abstracts. V International Workshop on Proximity Data, Multivariate Analysis and Classification
- El sistema de justicia ante la victimización sexual
- Notes for nonparametric statistics
- Notes for predictive modeling
Book Chapters
Conference Contributions
- An effective framework for multivariate shape-constrained regression using P-splines
- Distance-based regression with robust Gower's distance
- New Lagrange multipliers specification test for conventional and high dimensional one-way random-effects models
Projects
- Estudio sobre la Vulnerabilidad Social
- Incertidumbre en modelos de factores dinámicos: Un índice de riesgo climático. - IDFM-CRI
- Informe Pericial sobre: Informes del Mercado Inmobiliario Urbano de Uso Residencial y de Garaje-Aparcamiento 2021, 2022 Dirección General del Catastro
- Modelización Estadística Avanzada para Sistemas Complejos en Salud, Industria y Sociedad -ASMOCS
- Modelización de dependencias en altas dimensiones. - HI-DEMO
- Redes Inteligentes de Distribución de Agua Mediante Inteligencia Artificial
Working Papers
- Adaptive posterior distributions for covariance matrix learning in Bayesian inversion problems for multioutput signals
- Data cloning for a threshold asymmetric stochastic volatility model
- Economic activity and C02 emissions in Spain
- Effects of extreme temperature on the European equity market
- Measuring efficiency of Peruvian universities: a stochastic frontier analysis
- Modelling intervals of minimum/maximum temperatures in the Iberian Peninsula
- Modelling physical activity profiles in COPD patients: a new approach to variable-domain functional regression models
- Penalized function-on-function partial leastsquares regression
- Risk Management of Energy Communities with Hydrogen Production and Storage Technologies
- Risk management in solar-based power plants with storage: a comparative study