ADBD - Anàlisi de Dades Complexes per a les Decisions Empresarials
El grup fa recerca i transferència de coneixement en tres àmbits:
a) Estadística industrial, amb aplicacions per millorar la qualitat i la productivitat dels processos industrials, la logística industrial, la predicció, la gestió i millora de la qualitat (Six Sigma) i el disseny emocional dels productes (Kansei Engineering).
b) L'ús de l'anàlisi en entorns empresarials i industrials. Estem treballant en la caracterització dels clients i el “churn” (detecció precoç de l'abandonament) i la fiabilitat i el manteniment preventiu de màquines remotes.
c) L'anàlisi de dades complexes, d'aplicacions espacials i / o temporals discretes i sovint dependents dels mètodes no paramètrics bayesians i d'enginyeria i anàlisi de resultats electorals, demografia, ecologia i anàlisi estadística del estil literari.
d) Millors formes d'ensenyar estadística als estudiants universitaris i també als professionals de l'empresa i la indústria.
El grupo realiza investigación y transferencia de conocimiento en tres ámbitos:
a) Estadística industrial, con aplicaciones para mejorar la calidad y la productividad de los procesos industriales, la logística industrial, la predicción, la gestión y mejora de la calidad (Six Sigma) y el diseño emocional de los productos (Kansei Engineering).
b) El uso del análisis en entornos empresariales e industriales. Estamos trabajando en la caracterización de los clientes y Churn (detección precoz del abandono) y la fiabilidad y el mantenimiento preventivo de máquinas remotas.
c) El análisis de datos complejos, de aplicaciones espaciales y / o temporales discretas ya menudo dependientes de los métodos no paramétricos bayesianos y de ingeniería y análisis de resultados electorales, demografía, ecología y análisis estadístico del estilo literario.
d) Mejores formas de enseñar estadística a los estudiantes universitarios y también a los profesionales de la empresa y la industria.
The group does research and knowledge transfer in three areas:
a) Industrial Statistics, with applications to improve the quality and productivity of industrial processes, industrial logistics, forecasting, quality management and improvement (Six Sigma) and the emotional design of products (Kansei Engineering).
b) The use of analytics in business and industrial environments. We are working on customer characterization and Churn (early detection of abandonment) and reliability and preventive maintenance of remote machines.
c) The analysis of complex data, discrete and often dependent spatial and / or temporal applications of Bayesian nonparametric methods and engineering and analysis of election results, demographics, ecology, and the statistical analysis of literary style.
d) Better ways to teach statistics to university students and also to business and industry professionals.
The group does research and knowledge transfer in three areas:
a) Industrial Statistics, with applications to improve the quality and productivity of industrial processes, industrial logistics, forecasting, quality management and improvement (Six Sigma) and the emotional design of products (Kansei Engineering).
b) The use of analytics in business and industrial environments. We are working on customer characterization and Churn (early detection of abandonment) and reliability and preventive maintenance of remote machines.
c) The analysis of complex data, discrete and often dependent spatial and / or temporal applications of Bayesian nonparametric methods and engineering and analysis of election results, demographics, ecology, and the statistical analysis of literary style.
d) Better ways to teach statistics to university students and also to business and industry professionals.
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Articles de revista [71]
Recent Submissions
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Forecasting performance of cruise passengers : the Spanish ports case
(2021-01-01)
Article
Restricted access - publisher's policyThis contribution examines the passenger forecasting performance of the SARIMA method applied to cruise activities in the main Spanish ports. In this port system, the cruise activity market is characterized by different ... -
Mosaic normality test
(2020-03-06)
Article
Open AccessA procedure is proposed here for jointly visualizing the compatibility of a sample with a family of Skewed Exponential Power Distributions, of which the distributions known as Normal, Exponential, Laplace and Uniform are ... -
Selecting relevant effects in factorial designs
(2020-01-01)
Article
Open AccessIndustrial contexts tend to be as much or more concerned about the probability of ignoring an effect when its influence on the response is relevant (type II error) than about the probability of considering an effect to be ... -
Estudio piloto del programa de entrenamiento en mindfulness basado en prácticas breves integradas (M-PBI)
(2016-03)
Article
Open AccessEl objetivo de este estudio es valorar los primeros resultados del programa de mindfulness basado en prácticas breves integradas (M-PBI) en cuanto a su efecto sobre la capacidad de mindfulness (mediante el Five Facet ... -
Missing data imputation and synthetic data simulation through modeling graphical probabilistic dependencies between variables (ModGraProDep): An application to breast cancer survival
(2020-07-01)
Article
Restricted access - publisher's policyBackground Two common issues may arise in certain population-based breast cancer (BC) survival studies: I) missing values in a survivals’ predictive variable, such as “Stage” at diagnosis, and II) small sample size due to ... -
Labour market trajectories and early retirement due to permanent disability: a study based on 14 972 new cases in Spain
(2015-08)
Article
Open AccessBackground: To analyse the impact of labour market trajectory indicators on early retirement, measured by age at onset of permanent disability (PD). Methods : Four labour market trajectory indicators were reconstructed in ... -
From the boom to the crisis: changes in employment conditions of immigrants in Spain and their effects on mental health
(2014-06-01)
Article
Open AccessBackground: Migrant workers have been one of the groups most affected by the economic crisis. This study evaluates the influence of changes in employment conditions on the incidence of poor mental health of immigrant workers ... -
Heterogeneity and event dependence in the analysis of sickness absence
(2013-12)
Article
Open AccessBackground Sickness absence (SA) is an important social, economic and public health issue. Identifying and understanding the determinants, whether biological, regulatory or, health services-related, of variability in SA ... -
Monitoring the cluster of high-risk mortality areas in the southwest of Spain
(2012-11-01)
Article
Open AccessInspired by a previous study showing a striking geographical mortality clustering, not attributable to chance, in the south-western region of Spain in 1987-1995, the authors have conducted an ecological study of time trends ... -
Time series of non-work related sickness absence incidence by subgroups of duration (2009-2018)
(Associacio catalana de Salut Laboral, 2020-04-15)
Article
Open AccessObjetivo: Describir la evolución temporal (2009-2018) de la incidencia de la incapacidad temporal por contingencia común (ITCC) según tramos de duración en España. Métodos: Se consideraron casos de ITCC de la población ... -
Using trigger tool to detect incidents and adverse events in a mutual insurance company that collaborate with the Social Security system
(Associacio catalana de Salut Laboral, 2020-07-01)
Article
Open AccessObjetivo. Evaluar diferencias entre la detección de incidentes o eventos adversos (I/EA) en una mutua laboral, mediante una herramienta tipo Trigger Tool (TT) y una plataforma de notificación voluntaria (SNEA). Métodos. ... -
Framework of emotional dimensions: definitions, theories, and measuring tools for design
(Common Ground Research Networks, 2020)
Article
Restricted access - publisher's policyEmotional dimensions have been dealt with in various disciplines for their transdisciplinary implication, and, therefore, complexity. These circumstances have led to a situation in which there is confusion and a lack of ...
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