Now showing items 1-10 of 10

    • Evaluating recent methods to overcome spatial confounding 

      Urdangarin Iztueta, Arantxa; Goicoa Mangado, Tomás; Ugarte Martínez, María Dolores Upna Orcid (Springer, 2022)   Artículo / Artikulua  OpenAccess
      The concept of spatial confounding is closely connected to spatial regression, although no general definition has been established. A generally accepted idea of spatial confounding in spatial regression models is the change ...
    • Flexible Bayesian P-splines for smoothing age-specific spatio-temporal mortality patterns 

      Goicoa Mangado, Tomás; Adin Urtasun, Aritz Upna Orcid; Etxeberria Andueza, Jaione Upna Orcid; Militino, Ana F. Upna Orcid; Ugarte Martínez, María Dolores Upna Orcid (SAGE, 2019)   Artículo / Artikulua  OpenAccess
      In this paper age-space-time models based on one and two-dimensional P-splines with B-spline bases are proposed for smoothing mortality rates, where both xed relative scale and scale invariant two-dimensional penalties ...
    • High temperature and water deficit cause epigenetic changes in somatic plants of Pinus radiata D. Don 

      Marqués do Nascimento, Antonia Maiara; Montalbán, Itziar A.; Llamazares de Miguel, Diego; Goicoa Mangado, Tomás; Ugarte Martínez, María Dolores Upna Orcid; Moncaleán, Paloma (Springer, 2022)   Artículo / Artikulua  OpenAccess
      Current climate changes imply an imminent risk for forest species. In this context, somatic embryogenesis is a valuable tool to study the response of plants to different abiotic stresses. Based on this, we applied a ...
    • High-dimensional order-free multivariate spatial disease mapping 

      Vicente Fuenzalida, Gonzalo; Adin Urtasun, Aritz Upna Orcid; Goicoa Mangado, Tomás; Ugarte Martínez, María Dolores Upna Orcid (Springer, 2023)   Artículo / Artikulua  OpenAccess
      Despite the amount of research on disease mapping in recent years, the use of multivariate models for areal spatial data remains limited due to difficulties in implementation and computational burden. These problems are ...
    • In spatio-temporal disease mapping models, identifiability constraints affect PQL and INLA results 

      Goicoa Mangado, Tomás; Adin Urtasun, Aritz Upna Orcid; Ugarte Martínez, María Dolores Upna Orcid; Hodges, James S. (Springer, 2018)   Artículo / Artikulua  OpenAccess
      Disease mapping studies the distribution of relative risks or rates in space and time, and typically relies on generalized linear mixed models (GLMMs) including fixed effects and spatial, temporal, and spatio-temporal ...
    • Incidencia de efectos adversos serios asociados a medicamentos biológicos en pacientes con artritis reumatoide 

      Peñaranda Téllez, Jonathan Alberto (2018)   Trabajo Fin de Máster/Master Amaierako Lana  OpenAccess
      Objetivo: Evaluar la incidencia y riesgo de infecciones serias y tuberculosis que requirieron hospitalización en pacientes con Artritis Reumatoide(AR) tratados con fármacos antirreumáticos modificadores ...
    • Multivariate Bayesian spatio-temporal P-spline models to analyze crimes against women 

      Vicente Fuenzalida, Gonzalo; Goicoa Mangado, Tomás; Ugarte Martínez, María Dolores Upna Orcid (Oxford University Press, 2021)   Artículo / Artikulua  OpenAccess
      Univariate spatio-temporal models for areal count data have received great attention in recent years for estimating risks. However, models for studying multivariate responses are less commonly used mainly due to the ...
    • Small area variations in non-affective first-episode psychosis: the role of socioeconomic and environmental factors 

      Gutiérrez, Gerardo; Goicoa Mangado, Tomás; Ugarte Martínez, María Dolores Upna Orcid; Aranguren Conde, Lidia; Corrales, Asier; Gil Berrozpe, Gustavo José; Librero, Julián; Sánchez Torres, Ana María Upna Orcid; Peralta Martín, Víctor; García de Jalón, Elena; Cuesta, Manuel J.; Martínez, Matilde; Otero, María; Azcárate, Leire; Pereda, Nahia; Monclús, Fernando; Moreno, Laura; Fernández, Alba; Ariz, Mari Cruz; Sabaté, Alba; Aquerreta, Ainhoa; Aguirre, Izaskun; Lizarbe, Tadea; Begué, María José (Springer, 2023)   Artículo / Artikulua
      Background: There is strong evidence supporting the association between environmental factors and increased risk of non-affective psychotic disorders. However, the use of sound statistical methods to account for spatial ...
    • Space-time interactions in bayesian disease mapping with recent tools: making things easier for practitioners 

      Urdangarin Iztueta, Arantxa; Ugarte Martínez, María Dolores Upna Orcid; Goicoa Mangado, Tomás (Edward Arnold, 2022)   Artículo / Artikulua  OpenAccess
      Spatio-temporal disease mapping studies the distribution of mortality or incidence risks in space and its evolution in time, and it usually relies on fitting hierarchical Poisson mixed models. These models are complex for ...
    • Using mortality to predict incidence for rare and lethal cancers in very small areas 

      Etxeberria Andueza, Jaione Upna Orcid; Goicoa Mangado, Tomás; Ugarte Martínez, María Dolores Upna Orcid (VCH Publishers, 2022)   Artículo / Artikulua  OpenAccess
      Incidence and mortality figures are needed to get a comprehensive overview of cancer burden. In many countries, cancer mortality figures are routinely recorded by statistical offices, whereas incidence depends on regional ...

      El Repositorio ha recibido la ayuda de la Fundación Española para la Ciencia y la Tecnología para la realización de actividades en el ámbito del fomento de la investigación científica de excelencia, en la Línea 2. Repositorios institucionales (convocatoria 2020-2021).
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