Outputs for STATISTICS Department (Year 2024)
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Articles
- A mathematical optimization approach to shape-constrained generalized additive models
- A stereographic test of spherical uniformity
- Associations of bioelectrical impedance and anthropometric variables among populations and within the full spectrum of malnutrition
- Clustering and forecasting of day-ahead electricity supply curves using a market-based distance
- Energy forecast for a cogeneration system using dynamic factor models
- Food drugs as drivers of therapeutic knowledge and the role of chemosensory qualities
- Integrated nested Laplace approximations for threshold stochastic volatility models
- Investigating the Impact of Consumption Distribution on CRRA Estimation: Quantile-CCAPM-Based Approach
- Length-of-stay times in hospital for COVID-19 patients using the smoothed Beran"s estimator with bootstrap bandwidth selection
- Probability of default estimation in credit risk using mixture cure models
- Profile of men and women sentenced to community services: risk factors and social vulnerability
- Testing for linearity in scalar¿on¿function regression with responses missing at random
- The robustification of distance-based linear models: some proposals
- Transfer learning in multiple hypothesis testing
- Vulnerable Funding in the Global Economy
Books
Book Chapters
Projects
- ASTRAL- Algoritmos para Optimización Estocástica Utilizando Análisis Basados en Datos y Aprendizaje
- Asesoramiento metodológico e implementación de modelos de Ciencia de Datos en el ámbito del proyecto denominado Sistema de predicción autónomo de gestión operativa y comercial para el sector de la distribución
- Ayuda para la adquisición de la herramienta: Suscripción servicio anual Premium Plus Plan (Academic) licencia software Wolfram Mathematica
- Contrato Menor 2024/SER00821. Metodología para la evaluación de riesgos del sector industrial y adaptación al cambio climático en el ámbito estuarino
- Contrato entre la asociacion coordinadora latinoamericana y del caribe y UC3M-Marco referencial para la evaluación de proyectos de reducción de emisiones de gases de efectos invernadero integrados al ciclo operativo de las actividades productivas en finca-
- LearnINg FLow and Noise Dynamics in TUrbulENt JeTs via ArtIfIciAl Intelligence (INFLUENTIA-CM-UC3M)
- Metodología para la evaluación de riesgos del sector industrial y adaptación al cambio climático en el ámbito estuarino
- NUEVOS PROCESOS DEEP LEARNING PARA EL ANÁLISIS DEL MERCADO DE ALIMENTACIÓN A PARTIR DE TEXTOS ESPONTÁNEOS
- Operación e Integración de las Plantas Solares de Torre en el Sistema Eléctrico Español: ¿Puede la Inteligencia Artificial ayudar a ello? (SOLAROPIA-CM-UC3M)
Working Papers
- A Bayesian semi-parametric approach to stochastic frontier models with inefficiency heterogeneity
- A Quantile Neural Network Framework for Two-stage Stochastic Optimization
- A stochastic volatility model for volatility asymmetry and propagation
- Clustering and forecasting of day-ahead electricity supply curves using a market-based distance
- Extreme temperatures and the profitability of large European firms
- Fitting complex stochastic volatility models using Laplace approximation
- International vulnerability of inflation
- On the relationship of country geopolitical risk on energy inflation
- Predictive day-ahead offering for renewable generators in uncertain spot and balancing markets