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María Dolores Ugarte
Personal Profile
Research Activities
 
Research focus
Some Projects

Selected Publications

Editorial Work
Teaching
 
Academic Year 2016-2017
Teaching Books
S-PLUS and R Functions
Statistical Societies
 

Selected Publications

 

  • "Stochastic Spatio-Temporal Models for Analysing
    NDVI Distribution of GIMMS NDVI3g Images
    ". Remote Sensing, 9, 76 (17 pps); doi:10.3390/rs9010076, 2017. Authors: Militino, A.F., Ugarte, M.D., Pérez-Goya, U.
  • "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.
  • "Age–space–time CAR models in Bayesian
    disease mapping
    ". Statistics in Medicine, DOI: 10.1002/sim.6873, 2016. Authors: Goicoa, T., Ugarte, M.D., Etxeberria, J. and Militino, A.F.
  • "Checking unimodality using isotonic regression: an application to breast cancer mortality rates". Stochastic Environmental Research and Risk Assessment, 30, 1277-1288, 2016. Authors: Rueda, C., Ugarte 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. Authors: 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. Authors: Militino, A.F., Ugarte, M.D., Goicoa, T., and Genton, M.
  • "On predicting cancer mortality using ANOVA-type P-spline models". REVSTAT-Statistical Journal, 13, pp 21-40, 2015. Authors: 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.Authors: Ugarte, M.D., Adin, A., Goicoa, T., and López-Abente, G.
  • "On fitting spatio-temporal disease mapping models using approximate Bayesian inference". Statistical Methods in Medical Research, 23, 507-530, (2014) .DOI: 10.1177/0962280214527528 Authors: Ugarte, M.D., Adin, A., Goicoa, T. , Militino, A.F.
  • "Age and sex-specific spatio-temporal patterns of colorectal cancer mortality in Spain (1975-2008)". Population Health Metrics, 12:17, (2014). DOI:10.1186/1478-7954-12-17.Authors: Etxeberria, J, Ugarte, M.D., Goicoa, T. , Militino, A.F.
  • "More on functional data analysis and other aspects in OODA". Biometrical Journal, 56, 786-789, 2014. DOI: 10.1002/bimj.201300212. Authors: Ugarte, M.D. and Aguilera, A.
  • "Discussion of Single and Two-Stage Cross-Sectional and Time Series Benchmarking Procedures for SAE". TEST, 23, pp 680-685 (2014). DOI 10.1007/s11749-014-0386-2. Authors: Steorts. R. and Ugarte, M.D.
  • " Evaluating space-time models for short-term cancer mortality risk
    predictions in small areas "
    . Biometrical Journal (2014), 56 , pp. 383-402, 2014. DOI: 10.1177/0962280214527528 Authors:Etxeberria, J, Goicoa, T. , Ugarte, M.D., Militino, A.F.
  • "Functional time series analysis of epidemiological data". Stochastic Environmental Research and Risk Assessment 28 (4), pp 943-954, (2014) . Authors:Ruiz-Medina, M.D., Espejo, R.M., Ugarte, M.D., Militino, A.F.
  • "Mapping GPS Positional Errors Using Spatial Linear Mixed Models". Journal of Geodesy, 87, 675-685, (2013). Authors: Militino, A.F., Ugarte, M.D., Iribas, J., and Lizarraga-Garcia, E.
  • "Spatio-temporal trends in gastric cancer mortality in Spain: 1975-2008". Cancer Epidemiology, 37, pp. 360-369 (2013). Authors: 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) . Authors: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.
  • "A P-spline ANOVA type model in space-time disease mapping". Stochastic Environmental Research and Risk , Assessment , 26, 835-845 (2012).Authors: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) Authors: Militino A. F. , Goicoa, T. and Ugarte, M. D.
  • "Gender-specific spatio-temporal patterns of colorectal cancer incidence in Navarre, Spain (1990–2005) ". Cancer Epidemiology, 36, pp. 254-262, (2012) Authors: Ugarte, M. D., Etxeberria, J, Goicoa, T., and Ardanaz, E.
  • "Testing for space-time interaction in conditional autoregressive models". Environmetrics,23(1), pp. 3-11 (2012). Authors: 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, pp 367-385 (2011). Authors: Goicoa, T., Militino, A. F. and Ugarte, M.D.
  • "Age-specific spatio-temporal patterns of female breast cancer mortality in Spain (1975-2005)". Annals of Epidemiology, 20(12), pp. 906-916 (2010). Authors: Ugarte, M. D., Goicoa, T., Etxeberria, J., Militino A.F.and Pollán, M.
  • "Spatio-temporal modelling of mortality risks using penalized splines". Environmetrics, 21, pp. 270-289 (2010). Authors: Ugarte, M. D., Goicoa, T.and Militino A. F.
  • "Evaluating the performance of spatio-temporal
    Bayesian models in disease mapping".
    Environmetrics, 20, pp 647-665 (2009). Authors: Ugarte, M. D., Goicoa, T., Ibáñez, B. and Militino A. F.
  • "Estimating unemployment in very small areas". Sort, 33(1), pp. 49-70 (2009). Authors: Ugarte, M. D., Militino A. F, Goicoa, T. and Sagaseta-López, M.
  • "Benchmarked estimates in small areas using linear mixed models with restrictions". TEST, 18(2), pp. 342-364 (2009). Authors: Ugarte, M. D., Militino A. F., and Goicoa, T.
  • "Spline smoothing in small area trend estimation and forecasting". Computational Statistics and Data Analysis, 53, pp. 3616- 3629 (2009). Authors: : Ugarte, M. D., Goicoa, T., Militino A. F. and Durbán, M.
  • "Empirical Bayes and fully Bayes procedures to detect high-risks areas in disease mapping ". . Computational Statistics and Data Analysis, 53, pp. 2938-2949 (2009). Authors: Ugarte, M. D., Goicoa, T. and Militino A. F.
  • "Comments on: Missing Data Methods in Longitudinal Studies. A Review". TEST, 18, pp. 44-46 (2009). Author: Ugarte, M. D.
  • "Adjusting Economic Estimates in Business Surveys: an Application". Journal of Applied Statistics, 35(11), 1253-1265 (2008). Authors: Ugarte, M. D., Goicoa, T. and Militino A. F.
  • "Prediction error estimators in empirical Bayes disease mapping" . Environmetrics, 19, 287-300 (2008). Authors: Ugarte, M. D., Militino A. F., and Goicoa, T.
  • "Longitudinal analysis of spatially correlated data" . Stochastic Environmental Research and Risk Assessment, 22, 49-57 (2008). Authors: Militino A. F.,Ugarte, M. D., and Ibáñez, B.
  • "Guest Editorial: METMA3 Workshop 2006 " . Environmetrics, 18, 663-664 (2007). Authors: Ugarte, M. D.
  • "A BLUP Synthetic versus an E-BLUP 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.
  • "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.
  • "Modelling Risks in Disease Mapping" . Statistical Methods in Medical Research, 15, 21-35 (2006). Authors: Ugarte, M. D., Ibáñez, B. and Militino A. F.
  • "Outliers Detection in Multivariate Spatial Linear Models" . Journal of Statistical Planning and Inference, 136(1), 125-146 (2006). Authors: Militino A. F., Palacios, M.B. and Ugarte, M.D.
  • "Detection of Spatial Variation In Risk when Using CAR models for Smoothing Relative Risks" . Stochastic Environmental Research and Risk Assessment, 19(1), 33-40 (2005). Authors: Ugarte, M. D., Ibáñez, B. and Militino A. F.
  • "Testing for Poisson Zero Inflation in Disease Mapping" . Biometrical Journal 46 (5), 526-539 (2004). Authors: Ugarte, M. D., Ibáñez, B. and Militino A. F.
  • "Searching for Housing Submarkets Using Mixtures of Linear Models" . Advances in Econometrics, 18, 259-276 (2004). Authors: Ugarte, M. D., Goicoa, T. and Militino A. F.
  • "Alternative Models for Describing Models for Spatial Depence Among Dwelling Selling Prices " . Journal of Real Estate Finance and Economics 29(2), 193-209, (2004). Authors: Militino, A. F., Ugarte, M. D. and García-Reinaldos, L.
  • "Penalized Quasi-Likelihood with Spatially Correlated Data" . Computational Statistics and Data Analysis 45(2), 235-248, (2004). Authors: Dean, C. B., Ugarte, M. D. and Militino A. F.
  • "Confidence Intervals for Relative Risks in Disease Mapping" . Biometrical Journal 45 (4), 410-425 (2003). Authors: Ugarte, M. D., Militino A. F. and Ibáñez, B.
  • "Robust Trend Parameters in a Multivariate Spatial Linear Model" . Test, 12(2), 445-457 (2003). Authors: Militino A. F., Palacios, M.B. and Ugarte, M.D.
  • "Detecting Interaction Between Random Region and Fixed Age Effects in Disease Mapping" . Biometrics 57(1), 197-202 (2001). Authors: Dean, C. B., Ugarte, M. D. and Militino A. F.
  • "The Use of Mixture Models for Identifying High Risks in Disease Mapping". Statistics in Medicine, 20 (13), 2035-2049 (2001). Authors: Militino, A.F., Ugarte, M.D. and Dean, C.B.
  • "Assessing the Covariance Function in Geostatistics". Statistics and Probability Letters, 52(1), 199-206 (2001). Authors: Militino, A.F. and Ugarte, M.D.
  • "Robust Predictions of Rainfall in Navarre". in: geoENV III- Geostatistics for Environmental Applications. P. Montestiez, D. Allard and R.
    Froidevaux, eds, pp.79-90. Kluwer Academic Publishers, Dordrecht. (2001). Authors: Militino, A.F., Palacios, M.B. and Ugarte, M.D.
  • "Analyzing Censored Spatial Data".Mathematical Geology, 31 (5) 551-561, (1999). Authors: Militino, A.F. and Ugarte, M.D.
  • "A GM Estimation of the Location Parameters in a Spatial Linear Model" Communications in Statistics. Theory and Methods, 26, 1701-1725, (1997). Authors: Militino, A.F. and Ugarte, M. D.
  • "Bounded Influence Estimation in a Spatial Linear Mixed Model." Lecture Notes in Statistics, 122, 211-221, (1997). Edited by T. G. Gregoire, D. R. Brillinger, P. J. Diggle, E. Russek-Cohen, W. G. Warren and R. D. Wolfinger. Authors: Militino A. F. and Ugarte M. D.
  • "Robustizing the Non-parametric ML Estimation of a Spatial Linear Mixed Model Using the EM Algorithm".Computing Science and Statistics, 29 (2), 533-539, (1997). Authors: Militino A. F. and Ugarte M. D.
  • "Score Tests for Detecting Interaction in a Natural Exponential Family". Comptes Rendus de L'Academie Bulgare des Sciences, 49 (2), 13-16, (1996). Authors: Ugarte, M.D. and Kolev, N.
  • "C($\alpha$) Statistics for Different Negative Binomial Parametrizations in a One-way Layout of Data".Comptes Rendus de L'Academie Bulgare des Sciences, 49 (3), 9-12, (1996). Authors: Ugarte, M.D. and Kolev, N.

 

 

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