Outputs for STATISTICS Department (Year 2019)
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Articles
- A Kendall correlation coefficient between functional data
- A class of bivariate regression models for discrete and/or continuous responses
- A combinatorial model to optimize air traffic flow management problems
- A generalized mixed model for skewed distributions applied to small area estimation
- A new diagnostic tool for VARMA(p,q) models
- An Iterative Sparse-Group Lasso
- An alternative measure of positive correlation
- Author Correction: Unsupervised Scalable Statistical Method for Identifying Influential Users in Online Social Networks
- Bayesian forecasting of UEFA Champions League under alternative seeding regimes
- Bootstrap parametric GB2 and bootstrap nonparametric distributions for studying shiga toxin-producing Escherichia coli strains growth rate variability
- Clustering time series by linear dependency
- Computerized adaptive test and decision trees: A unifying approach
- Correction to: Foreword special issue Deaf 2019-Maf 2018
- Data science, big data and statistics
- Detecting outliers in multivariate volatility models: a wavelet procedure
- Does a country/region's economic status affect its universities' presence in international rankings?
- Early, Non-Invasive Sensing of Sustained Hyperglycemia in Mice Using Millimeter-Wave Spectroscopy
- Editorial: Special volume on "Recent Developments in Queueing Theory" of the third ECQT conference
- Efficiency evaluation of hotel chains: a Spanish case study
- Empirical Dynamic Quantiles for Visualization of High-Dimensional Time Series
- Enhancing Interpretability in Factor Analysis by Means of Mathematical Optimization
- Estimation, imputation and prediction for the functional linear model with scalar response with responses missing at random
- Evaluating groups with the generalized Shapley value
- Findings about the BMMPP for modeling dependent and simultaneous data in reliability and queueing systems
- Fitting procedure for the two-state Batch Markov modulated Poisson process
- Forecasting Multiple Time Series With One-Sided Dynamic Principal Components
- Foreword special issue Deaf 2019-Maf 2018
- Funding, is it key for standing out in the university rankings?
- Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes
- Growth in stress
- How functional data can enhance the estimation of health expectancy: the case of disabled Spanish population
- Insider information and its relation with the arbitrage condition and the utility maximization problem
- Langevin diffusions on the torus: estimation and applications
- Las nuevas oportunidades del Big Data para las instituciones financieras
- Locating service facilities with concave variable cost
- Long term care insurance pricing in Spanish population: a functional data approach
- Modeling and forecasting the oil volatility index
- Multivariate outlier detection based on a robust Mahalanobis distance with shrinkage estimators
- Nutritional status of Ugandan school-children: The effect of age imprecision
- On the estimation of extreme directional multivariate quantiles
- On the estimation of variance parameters in non-standard generalised linear mixed models: application to penalised smoothing
- Optimal sales-mix and generation plan in a two-stage electricity market
- Parallel Metropolis-Hastings Coupler
- Parallel bayesian inference for high-dimensional dynamic factor copulas
- Particle learning for Bayesian semi-parametric stochastic volatility model
- Rank tests for functional data based on the epigraph, the hypograph and associated graphical representations
- Rejoinder on: Data science, big data and statistics
- Resource allocation and routing in parallel multi-server queues with abandonments for cloud profit maximization
- Roahd package: robust analysis of high dimensional data
- Small area estimation methods for poverty mapping: a selective review
- Spanish adaptation of the Dimensional Anhedonia Rating Scale (DARS)
- Stochastic modeling of Random Access Memories reset transitions
- The adaptive market hypothesis in the high frequency cryptocurrency market
- The generalised hyperbolic distribution and its subclass in the analysis of a new era of cryptocurrencies: Ethereum and its financial risk
- Two-Stage Bayesian Approach for GWAS With Known Genealogy
- Visualization of complex dynamic datasets by means of mathematical optimization
Books
- Estudio sobre las mujeres mayores de 65 años víctimas de violencia de género
- La reparación económica a la víctima en el sistema de justicia
Book Chapters
- La ineficacia del sistema español en la compensación a través del proceso. In: La reparación económica a la víctima en el sistema de justicia
- The Shapley value as a tool for evaluating groups: axiomatization and applications. In: Handbook of the Shapley Value
Conference Contributions
- Lipschitz lower semicontinuity moduli for feasible set mappings in linear semi-infinite optimization
- On aggregation of groups and categories in contingency tables
- Robust multivariate analysis of mixed type data
Projects
- ASSESSMENT ON POVERTY MAPPING IN MOLDOVA
- Asesorar y capacitar a los participantes en aspectos teóricos y prácticos de técnicas de estimación en áreas menores aplicadas a las temáticas pobreza y desnutrición
- Estudios de vulnerabilidad social
- Finantial markets contagion: An experimental analysis
- Game Theoretical approach to the Multi-cahannel Attribution Problem
- Higia: Desarrollo de un sistema basado en reconocimiento de patrones y visión por ordenador para mejorar el diagnóstico del Trastorno por Déficit de Atención e Hiperactividad
- Perfiles de precio de electricidad en mercados con alta integración renovable mediante modelos analíticos y machine learning
Supervised Theses
- Bayesian inference for high dimensional factor copula models
- Measuring uncertainty of factors extracted using Principal Components
- Statistical learning methods for functional data with applications to prediction, classification and outlier detection
Working Papers
- A Depth for Censured Functional Data
- Bias assessment and reduction for the 2SLS estimator in general dynamic simultaneous equations models
- Comparing Forecasts of Extremely Large Conditional Covariance Matrices
- Data cloning estimation for asymmetric stochastic volatility models
- Detecting Gender Discrimination in Intrahousehold Resource Allocation
- Exploring option pricing and hedging via volatility asymmetry
- Growth with heterogenous interdependence
- Insider information and its relation with the arbitrage condition and the utility maximization problem
- Models for expected returns with statistical factors
- Multivariate expectile trimming and the BExPlot
- Optimal exercise of American options under stock pinning
- Prediction regions for interval-valued time series
- Quantile regression : a penalization approach
- Shrinkage reweighted regression
- Social Pressure or Rational Reactions to Incentives? A Historical Analysis of Reasons for Referee Bias in the Spanish Football