Outputs for STATISTICS Department (Year 2017)
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Articles
- 2nd special issue on robust analysis of complex data
- A Generative Angular Model of Protein Structure Evolution
- A One-Sample per Individual Face Recognition Algorithm Based on Multiple One-Dimensional Projection Lines
- A multi-objective coordinate-exchange two-phase local search algorithm for multi-stratum experiments
- Adaptive EWMA control charts with time-varying smoothing parameter
- Bayesian Analysis of the Stationary MAP2
- Bayesian inference and data cloning in the calibration of population projection matrices
- Combining Multivariate Volatility Forecasts: An Economic-Based Approach
- Comparative study of pencil-and-paper and electronic formats of GHQ-12, WHO-5 and PHQ-9 questionnaires
- Computerized adaptive tests: A decision tree approach. Reply to "Einstein, measurement, and prediction" by Gibbons et al.
- Cournot-Stackelberg games in competitive delocation
- Dating multiple change points in the correlation matrix
- Dependence evolution in the Spanish disabled population: a functional data analysis approach
- Determining the number of factors after stationary univariate transformations
- Directional multivariate extremes in environmental phenomena
- Distance-weighted discrimination of face images for gender classification
- Do investors price industry risk? Evidence from the cross-section of the oil industry
- Ecological assessment of clinicians antipsychotic prescription habits in psychiatric inpatients: a novel web-and Mobile Phone-based prototype for a dynamic clinical decision support system
- Energy expenditure in caving
- Energy-growth long-term relationship under structural breaks. Evidence from Canada, 17 Latin American Economies and the USA
- Fast and robust estimators of variance components in the nested error model
- Functional Principal Component Regression and Functional Partial Least-squares Regression: An Overview and a Comparative Study
- Fuzzy clustering of time series using extremes
- Generalized Dynamic Principal Components (vol 111, pg 1121, 2016)
- Goodness-of-fit test for randomly censored data based on maximum correlation
- Homogeneity test for functional data
- Improving polynomial estimation of the Shapley value by stratified random sampling with optimum allocation
- Improving the Graphical Lasso Estimation for the Precision Matrix Through Roots of the Sample Covariance Matrix
- La vulnerabilidad social y la exclusión digital de las personas atendidas
- Las mujeres victimas de violencia de genero, atendidas en el servicio ATENPRO.
- Microsoft Kinect-based Continuous Performance Test: An Objective Attention Deficit Hyperactivity Disorder Assessment
- Minimum Wage and Employment: Escaping the Parametric Straitjacket
- Nutritional evaluation of undocumented children: a neglected health issue affecting the most fragile people
- Objective Bayesian modelling of insurance risks with the skewed Student-t distribution
- On the estimation of functional random effects
- On the importance of the probabilistic model in identifying the most decisive games in a tournament
- P-value calibration in multiple hypotheses testing
- Physical capacity and energy expenditure of cavers
- Poverty mapping in small areas under a two-fold nested error regression model
- Prediction of functional data with spatial dependence: a penalized approach
- Proportional Switching in First-in, First-out Networks
- Reverse ethnopharmacology and drug discovery
- Robust bootstrap forecast densities for GARCH returns and volatilities
- Seasonal copula models for the analysis of glacier discharge at King George Island, Antarctica
- Smooth additive mixed models for predicting aboveground biomass
- Some criticism to a general model in Solvency II: an explanation from a clustering point of view
- Testing for voter rigging in small polling stations
- The taste of heat: How humoral qualities act as a cultural filter for chemosensory properties guiding herbal medicine
- Threshold stochastic volatility: Properties and forecasting
- Twenty-Two Years of Inflation Assessment and Forecasting Experience at the Bulletin of EU & US Inflation and Macroeconomic Analysis
- User profiles of an electronic mental health tool for ecological momentary assessment: MEmind
- Using Improved Directions of Negative Curvature for the Solution of Bound-Constrained Nonconvex Problems
- Variable Neighborhood Search strategies for the Order Batching Problem
Book Chapters
- Parameter estimation of the functional linear model with scalar response with responses missing at random. In: Functional statistics and related fields
- Projecting dynamic life tables using data cloning. In: Mathematical and Statistical Methods for Actuarial Sciences and Finance.
Conference Contributions
- A bootstrap approach to the inference on dependence in a multivariate functional setting
- Censored functional data
- Cleaning a large set of time series for common, cluster and specific outliers
- Clustering time series by dependence measures
- Combining information at different scales in spatial epidemiology: a Composite Link Generalized Additive Model approach
- Estimating non-stationary common factors: implications for risk sharing
- Goodness of fit of approximate bayesian computational models
- High-dimensional functional data
- Modelling latent trends in dynamic disease maps: a composite mixed model approach
- Modelling protein structure evolution by toroidal diffusions
- Panel Data with Cross-Sectional Dependence Characterized by a Multi-Level Factor Structure
- Panel Data with Cross-Sectional Dependence Characterized by a Multi-Level Factor Structure
- Panel data with cross-sectional dependence characterized by a multilevel factor structure
- Parameter estimation of the functional linear model with scalar response with responses missing at random
- Resampling uncertainty of Principal Components factors
- Visualizing dynamic data: A Mathematical optimization approach
Projects
- Desarrollo de un novedoso sistema de gestión inteligente de eficiencia energética
- Desarrollo metodológico y producción de indicadores de actividad económica en Catalunya
- Estudios sobre la vulnerabilidad social
- Predicción de demanda eléctrica desagregada y generación renovable distribuida en "Smart Grids".
- Predicción del PIB y número de ocupados del País Vasco utilizando indicadores basados en extracción de señales mediante el filtro de Kalman
- Study on the Limits of Data Disaggregation in Household Surveys for Population Subgroups and Geographical Areas and The Requirements to Overcome Them
- Tablas de mortalidad
Supervised Theses
-
Bayesian modelling of glacial discharge in Antarctica
using copulas - Clustering in High Dimension for Multivariate and Functional Data Using Extreme Kurtosis Projections
- Contributions to Time Series Factor Modeling: Model Averaging and Bias Correction
- Non-stationary Dynamic Factor Models
- Robust and Sparse Estimation of Large Precision Matrices
Working Papers
- 22 Years of inflation assessment and forecasting experience at the bulletin of EU & US inflation and macroeconomic analysis
- A general framework for prediction in penalized regression
- BIAS correction for dynamic factor models
- Clustering Big Data by Extreme Kurtosis Projections
- Discovering pervasive and non-pervasive common cycles
- Electricity prices forecasting by averaging dynamic factor models
- Estimating life expectancy free of dependency : group characterization through the proximity to the deepest dependency path
- Estimating non-stationary common factors : Implications for risk sharing
- Estimation of a Dynamic Multilevel Factor Model with possible long-range dependence
- Evaluating significant effects from alternative seeding systems : a Bayesian approach, with an application to the UEFA Champions League
- Findings about the two-state BMMPP for modeling point processes in reliability and queueing systems
- Kernel depth funcions for functional data
- Modeling and forecasting the oil volatility index
- Multivariate outlier detection based on a robust Mahalanobis distance with shrinkage estimators
- On optimal test for rotational symmetry against new classes of hyperspherical distributions
- Optimal portfolio with insider information on the stochastic interest rate
- Parallel Bayesian Inference for High Dimensional Dynamic Factor Copulas
- Prediction Bands for Functional Data Based on Depth Measures
- Proposal for the recalibration of mortality and longevity shocks under Solvency II framework. Technical Note
- Robust and sparse estimation of high-dimensional precision matrices via bivariate outlier detection