• "A fast approach for analyzing spatio-temporal patterns in eschemic heart disease mortality across US counties (199-2021)". Spatial and Spatio-temporal Epidemiology, 52, 100700, 2025. doi: https://doi.org/10.1016/j.sste.2024.100700 Authors: Urdangarin, A., Goicoa, T., congdon, P, and Ugarte, M.D. CODE AVAILABLE. Para acceder al paper hasta el 26 de Enero de 2025, utilizar el siguiente enlace.

• "A simplified spatial+ to mitigate spatial confounding in multivariate spatial areal models". Spatial Statistics, 59, 100804, 2024. doi: https://doi.org/10.1016/j.spasta.2023.100804 Authors: Urdangarin, A., Goicoa, T., Kneib, T and Ugarte, M.D. CODE AVAILABLE.

• "High-dimensional order-free multivariate spatial disease mapping". Statistics and Computing, 33(5), 1-24, 2023, Authors: Vicente, G, Adin, A., Goicoa, T., and Ugarte, M.D. CODE AVAILABLE.

• "Multivariate Bayesian spatio-temporal P-spline models to analyze crimes against women". Biostatistics, vol. 24, Issue 3, 2023, pp 562–584. doi :https://doi.org/10.1093/biostatistics/kxab042. Authors: Vicente, G. ,Goicoa, T., and Ugarte, M.D. CODE AVAILABLE.

• "Evaluating recent methods to overcome spatial confounding".Revista Matemática Complutense, vol. 33, pp 333-360, 2023, doi: https://doi.org/10.1007/s13163-022-00449-8. Authors: Urdangarin, A., Goicoa, T., and Ugarte, M.D. CODE AVAILABLE.

• "Using mortality to predict incidence for rare and lethal cancers in very small areas". Biometrical Journal, 65(3), num: 22000172022, . Authors: Etxeberria, J., Goicoa, T., and Ugarte, M.D. CODE AVAILABLE.

• "Space-time interactions in Bayesian disease mapping with recent tools: Making things easier for practitioners". Statistical Methods in Medical Research 2022, https://doi.org/10.1177/09622802221079351 . Authors: Urdangarin, A., Goicoa, T., and Ugarte, M.D. CODE AVAILABLE.

• "Multivariate Bayesian spatio-temporal P-spline models to analyze crimes against women". Biostatistics 2021, doi: 10.1093/biostatistics/kxab042 . Authors: Vicente, G. ,Goicoa, T., and Ugarte, M.D. CODE AVAILABLE

• "Alleviating confounding in spatio-temporal areal models with an application on crimes against women in India". Statistical Methods in Medical Research, 30 (1), pp 6-21, 2021, Authors: Aritz Adin, Tomas Goicoa, James S. Hodges, Patrick M. Schnell and Maria D. Ugarte. CODE

• "Bayesian inference in multivariate spatio-temporal areal models using INLA: analysis of gender-based violence in small areas" . Stochastic Environmental Research and Risk Assessment, 2020, in press, DOI 10.1007/s00477-020-01808-x.. Authors: Vicente, G. ,Goicoa, T., and Ugarte, M.D. CODE

• "Crime against women in India: unveiling spatial patterns and temporal trends of dowry deaths in the districts of Uttar Pradesh" Journal of the Royal Statistical Society A, 183, Part2, pp 655-679, 2020, DOI: https://doi.org/10.1111/rssa.12545. Authors: Vicente, G. Goicoa, T., Fernandez-Rasines, P. and Ugarte, M.D. CODE

• "A two-stage approach to estimate spatial and spatio-temporal disease risks in the presence of local discontinuities and clusters". Statistical Methods in Medical Research, 28(9), pp 2595-2613, 2019, DOI: 10.1177/0962280218767975 Authors : Adin, A., Lee, D., Goicoa, T. , Ugarte, M.D. CODE

• "Online relative risks/rates estimation in spatial and spatio-temporal disease mapping". Computer Methods and Programs in Biomedicine, 172, pp 103-116, 2019, DOI: 10.1016/j.cmpb.2019.02.014.Authors: Adin, A., Goicoa, T., Ugarte, M.D.

• "Flexible Bayesian P-splines for smoothing age-specific spatio-temporal mortality patterns" Statistical Methods in Medical Research, 28(2), 384-403, 2019, DOI: 10.1177/0962280217726802. Authors: Goicoa, T., Adin, A., Etxeberria, J., Militino, AF, Ugarte, M.D.

• "Joint modelling of brain cancer incidence and mortality using Bayesian age- and gender-specifc shared component models". Stochastic Environmental Research and Risk Assessment, 32(10), pp 2951-2969, 2018. DOI: 10.1007/s00477-018-1567-4.Authors: Etxeberria, J., Goicoa, T. , Ugarte, M.D.

• "In spatio-temporal disease mapping models, identifiability constraints affect PQL and INLA results". Stochastic Environmental Research and Risk Assessment, 32(3), 749-770, 2018, DOI 10.1007/s00477-017-1405-0, . Authors: Goicoa, T., Adin, A., Ugarte, M.D., Hodges, J. CODE

• "One-dimensional, two-dimensional, and three dimensional B-splines to specify space –time interactions in Bayesian disease mapping: Model fitting and model identifiability." Spatial Statistics, 22(2), 451-468, 2017, http://dx.doi.org/10.1016/j.spasta.2017.04.002. Authors: Ugarte, M.D., Adin, A., Goicoa, T.

• "Smoothing and high risk areas detection in space-time disease mapping: a comparison of P-splines, Autoregressive, and Moving Average models". Stochastic Environmental Research and Risk Assessment, 31(2), 403-415, doi 10.1007/s00477-016-1269-8, 2017. Authors: Adin, A., Martínez-Beneito, MA, Botella-Rocamora, P., Goicoa, T., Ugarte, M.D.

• "Spatial gender-age-period-cohort analysis of pancreatic cancer mortality in Spain (1990-2013)". PLoS ONE, 12(2): e0169751.doi:10.1371/journal.pone.0169751 (12 pps), 2017. Authors: Etxeberria, J., Goicoa, T. , López-Abente, G., Riebler, A. Ugarte, M.D.

• "Two-level spatially structured models in spatio-temporal disease mapping". Statistical Methods in Medical Research, 25(4), 1080-1100, doi: 10.1177/0962280216660423, 2016. Authors: Ugarte, M.D., Adin A., Goicoa, T.
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• "Age–space–time CAR models in Bayesian disease mapping". Statistics in Medicine, DOI: 10.1002/sim.6873, (2016). Autoress: Goicoa, T., Ugarte, M.D., Etxeberria, J. and Militino, A.F..

• "Deriving small area estimates from information technology business surveys". Journal of the Royal Statistical Society, Series A, 178,(4), pp. 1051–1067, (2015). Autores: Militino, A.F., Ugarte, M.D. and Goicoa, T.

• "Interpolation of daily rainfall using spatio-temporal models and clustering". International Journal of Climatology, 35, pp. 1453-1464, (2015). Autores: Militino, A.F., Ugarte, M.D., Goicoa, T., and Genton, M.

• "Temporal evolution of brain cancer incidence in the municipalities of Navarre and the Basque Country, Spain". BMC Public Health 15, pp. 1018, (2015). Autores: Ugarte, M.D., Adín, A., Goicoa, T., Itziar Casado, Eva Ardanaz, Nerea Larrañaga

• "On predicting cancer mortality using ANOVA-type P-spline models". REVSTAT-Statistical Journal, 13, pp 21-40, (2015). Autores: Etxeberria, J., Ugarte, M.D., Goicoa, T. and Militino, A.F.

• "Analyzing the evolution of young people brain cancer mortality in Spanish provinces". Cancer Epidemiology, 39 , pp. 480-485, (2015).Autores: Ugarte, M.D., Adin, A., Goicoa, T., and López-Abente, G.

• "Cold storage of initial plant material affects positively somatic embryogenesis in Pinus radiata.". New Forest, 46, pp. 309-317, (2015). Autores: Montalbán, I.A., García-Mendiguren, O., Goicoa, T., Ugarte, M.D., and Moncaleán, P.
  

• "Age- and sex-specific spatio-temporal patterns of colorectal cancer mortality in Spain (1975-2008)"
  Popul Health Metr, Population Health Metrics,12:17 (2014). Autores: Etxeberria, J.; Ugarte, M.D.; Goicoa, T.; Fernández-Militino, A.
  

• "On fitting spatio-temporal disease mapping models using approximate Bayesian inference". Statistical Methods in Medical Research, 23 (6), 507-530 (2014). Autores: Ugarte, M.D., Adín, A., Goicoa, T., and Militino, A.F.

• "Evaluating space-time models for short-term cancer mortality risk predictions in small areas". Biometrical Journal, 56, 383-402 (2014). Autores: Etxeberría, J., Goicoa, T., Ugarte, M.D., and Militino, A.F.

• "Spatio-temporal trends in gastric cancer mortality in spain: 1975-2008". Cancer Epidemiology. 37, (4), 360-369 (2013). Autores: Aragonés, N., Goicoa, T., Pollán, M., Militino, A.F., Pérez-Gómez, B., López-Abente, G., and Ugarte, M.D.

• "Comparing CAR and P-spline models in spatial disease mapping". Environmental and Ecological Statistics, 19, 573-599, (2012) . Autores: Goicoa, T., Ugarte, M. D., Etxeberria, J., and Militino A. F.

• "Projections of cancer mortality risks using spatio-temporal P-spline models".Statistical Methods in Medical Research, 21, 545-560 (2012),. Autores: Ugarte, M. D., Goicoa, T., Etxeberria, J., and Militino A. F.
  

• "Gender-specific spatio-temporal patterns of colorectal cancer incidence in Navarre, Spain (1990–2005) ". Cancer Epidemiology, 36, pp. 254-262, (2012) Autores: Ugarte, M. D., Etxeberria, J, Goicoa, T., and Ardanaz, E.

• "A P-spline ANOVA type model in space-time disease mapping". Stochastic Environmental Research and Risk , Assessment , 26, 835-845 (2012). Autores: Ugarte, M. D., Goicoa, T., Etxeberria, J., and Militino A. F.

• "Estimating the percentage of food expenditure in small areas using bias-corrected P-spline based estimators". Computational Statistics and Data Analysis, 56, 2934-2948 (2012) Autores: Militino A. F. , Goicoa, T. and Ugarte, M. D.

• "Testing for space-time interaction in conditional autoregressive models". Environmetrics, 23(1), pp. 3-11 (2012). Autores: Ugarte, M. D., Goicoa, T., Etxeberria, J., and Militino A. F.

• "Modelling aboveground tree biomass while achieving the additivity property". Environmental and Ecological Statistics, 18, 367-384 (2011). Autores: Goicoa, T., Militino, A.F., and Ugarte, M.D.

• "Age-specific spatio-temporal patterns of breast cancer mortality in women in Spain (1975-2005)". Annals of epidemiology, 20, 906-916 (2010). Autores: Ugarte, M.D., Goicoa, T., Etxeberria, J., and Militino, A.F.

• "Spatio-temporal modeling of mortality risks using penalized splines ". Environmetrics, 21, 270-289 (2010). Autores: Ugarte, M. D., Goicoa, and Militino A. F.

• "Evaluating the performance of spatio-temporal Bayesian models in disease mapping". Environmetrics, 20, 647-665 (2009). Autores: Ugarte, M. D., Goicoa, T., Ibáñez, B. and Militino A. F.

• "Enhancement of thinking skills: Effects of two intervention methods". Thinking Skills and Creativity, 4, 30-43 (2009). Autores: María Luisa Sanz de Acedo Lizarraga, María Teresa Sanz de Acedo Baquedano, Tomás Goicoa Mangado, and María Cardelle-Elawar.

• "Spline smoothing in small area trend estimation and forecasting". Computational Statistics and Data Analysis, 53(10), 3616-3629 (2009). Autores: Ugarte, M. D., Goicoa, T., Militino A. F., and Durbán, M.

• "Estimating unemployment in very small areas". Sort, 33(1), 49-70 (2009). Autores: Ugarte, M. D., Militino A. F, Goicoa, T. and Sagaseta-López, M.

• "Empirical Bayes and fully Bayes procedures to detect high-risks areas in disease mapping ". Computational Statistics and Data Analysis, 53(8), 2938-2949 (2009). Autores: Ugarte, M. D., Goicoa, T. and Militino A. F.

• "Benchmarked estimates in small areas using linear mixed models with restrictions". TEST, 18, 342-364 (2009). Autores: Ugarte, M. D., Militino A. F., and Goicoa, T.

• "Adjusting Economic Estimates in Business Surveys". Journal of Applied Statistics, 35(11), 1253-1265 (2008). Autores: Ugarte, M. D., Goicoa, T. and Militino A. F.

• "Prediction error estimator in empirical Bayes disease mapping". Environmetrics, 19, 287-300 (2008). Autores: Ugarte, M. D., Militino, A. F., and Goicoa, T.

• "A BLUP Synthetic Versus an EBLUP Estimator: An Empirical Study of a Small Area Estimation Problem" . Journal of Applied Statistics, 34, 153-165 (2007). Authors: Militino, A. F.,Ugarte, M. D., and Goicoa, T.

• "Combining Sampling and Model Weights in Agricultural Small Area Estimation". Environmetrics, 18, 87-99 (2007). Authors: Militino, A. F.,Ugarte, M. D., and Goicoa, T.

• "A Taxometric Analysis of Schizophrenia Symptoms". Psychiatry Research, 150, 245-253 (2007). Authors: Manuel J. Cuesta, M. Dolores Ugarte, Tomás Goicoa, Sandra Eraso, Victor Peralta.

• "Using Small Area Models to Estimate the Total Area Occupied by Olive Trees" . Journal of Agricultural, Biological and Environmental Statistics, 11, 450-461 (2006). Authors: Militino, A.F.,Ugarte, M. D., Goicoa, T., and González-Audícana, M.

• "Searching for Housing Submarkets Using Mixtures of Linear Models" . Advances in Econometrics, 18, 259-276 (2004). Autores: Ugarte, M. D., Goicoa, T. and Militino, A. F.