Journal articles
- Katarzyna Reluga, María-José Lombardía, Stefan Sperlich.
Bootstrap-based statistical inference for linear mixed effects under misspecifications,
Computational Statistics and Data Analysis (2024) 108014. - Naomi Diz Rosales, M.J. Lombardía, D. Morales.
Poverty mapping under area-level random regression coefficient Poisson models ,
Journal of Survey Statistics and Methodology, 12 (2024) 2, 404-434. - Katarzyna Reluga, María-José Lombardía, Stefan Sperlich.
Simultaneous inference for linear mixed model parameters with an application to small area estimation,
International Statistical Review, 91 (2023) 2, 193-217. - M. D. Esteban Lefler, M. J. Lombardía Cortiña, E. López Vizcaíno, D. Morales, A. Pérez Martín.
Small area estimation of average compositions under multivariate nested error regression models,
Test, 32 (2023) 651-676. - Miguel Boubeta, María José Lombardía, Domingo Morales .
Small area prediction of proportions and counts under a spatial Poisson mixed model,
Statistical Methods & Applications (2023). - M.D. Esteban Lefter, M.J. lombardía, M. E. López-Vizcaíno, D. Morales, A. Pérez.
Empirical best prediction of small area bivariate parameters,
Scandinavian Journal of Statistics. Theory and Applications, 49 (2022) 4, 1699-1727. - Katarzyna Reluga, María-José Lombardía, Stefan Sperlich.
Simultaneous Inference for Empirical Best Predictors with a Poverty Study in Small Areas,
Journal of the American Statistical Association (2021). - M.J. Lombardía, E. López-Vizcaíno y C. Rueda.
Selection model for domains across time: application to Labour Force Survey by economic activities,
Test, 30 (2021) 228–254. - María-José Lombardía, Esther López-Vizcaíno, Cristina Rueda.
A new approach to the gender pay gap decomposition byeconomic activity,
Journal of the Royal Statistical Society. Series A (Statistics in Society) (2021). - D. Morales, M.J. Lombardía, R. Fraiman, J. A. Cuesta Albertos.
Sample design to monitor COVID-19 disease,
Boletín de Estadística e Investigación Operativa, 36 (2020) 2, 153-171. - M.D. Esteban Lefter, M.J. Lombardía, M. E. López-Vizcaíno, D. Morales y A. Pérez.
Small area estimation of expenditure means and ratios under a unit-level bivariate linear mixed model,
Journal of Applied Statistics (2020). - María Dolores Esteban, María José Lombardía, Esther López-Vizcaíno, Domingo Morales, Agustín Pérez.
Small area estimation of proportions under area-level compositional mixed models,
Test, 29 (2020) 793–818. - M.Boubeta, M.J. Lombardía, M. Marey-Pérez, D. Morales.
Poisson mixed models for predicting number of fires,
International Journal of Wildland Fire, 28 (2019) 237-253. - M.J. Lombardía, E. López-Vizcaíno, C. Rueda.
Mixed generalized Akaike information criterion for small area models,
Journal of the Royal Statistical Society. Series A (Statistics in Society), 180 (2017) 4, 1229-1252. - Miguel Boubeta, María José Lombardía, Domingo Morales.
Poisson mixed models for studying the poverty in small areas,
Computational Statistics and Data Analysis, 107 (2017) 32-47. - M. Boubeta, M.J. Lombardía and D. Morales.
Empirical best prediction under area-level Poisson mixed models,
Test, 25 (2016) 3, 548-569. - Miguel Boubeta, María José Lombardía, Wenceslao González-Manteiga, Manuel Francisco Marey-Pérez.
Burned area prediction with semiparametric models,
International Journal of Wildland Fire, 25 (2016) 6, 669-678. - E. López-Vizcaíno, M.J. Lombardía y D. Morales .
Small area estimation of labour force indicators under a multinomial model with correlated time area effects,
Journal of the Royal Statistical Society. Series A (Statistics in Society) (2015) 178, 535-565. - M.Boubeta, M.J. Lombardía, M. Marey-Pérez and D. Morales.
Prediction of forest fires occurrences with area-level Poisson mixed models,
Journal of Environmental Management , 154 (2015) 151-158. - E. López-Vizcaíno, M.J. Lombardía and D.Morales.
Multinomial-based small area estimation of labour force indicators,
Statistical Modelling, 13 (2013) 2, 153-178. - W.GonzálezManteiga, M.J. Lombardía. M.D. Martínez-Miranda, S. Sperlich.
Kernel smoothers and bootstrapping for semiparametric mixed effects models,
Journal of Multivariate Analysis, 114 (2013) 288-302. - C. Rueda and M.J. Lombardía.
Small area semiparametric additive monotone models,
Statistical Modelling, 12 (2012) 6, 527-549. - M.J. Lombardía, S. Sperlich.
A new class of semi-mixed effects models and its application in small area estimation,
Computational Statistics and Data Analysis, 56 (2012) 10, 2903-2917. - S. Sperlich, M. J. Lombardía Cortiña.
Local polynomial inference for small area statistics: estimation, validation and prediction,
Journal of Nonparametric Statistics, 22 (2010) 5, 633-648. - W. González-Manteiga, M. J. Lombardía, I. Molina, D. Morales, L. Santamaría.
Small Area Estimation under Fay-Herriot Models with Nonparametric Estimation of Heteroscedasticity,
Statistical Modelling, 10 (2010) 2, 215-239. - M. J. Lombardía, S. Sperlich.
A new class of semi-mixed effects models and their application in the analysis of tourist expenditure in Galicia,
Social Science Research Network (2008). - M. J. Lombardía, S. Sperlich.
Smooth transition from fixed effects to mixed effects models in multi-level regression models,
Fundación de las Cajas de Ahorros. Documento de trabajo, 374 (2008) 1-22. - M.J. Lombardía, S. Sperlich.
Semiparametric Inference in Generalized Mixed Effects,
Journal of the Royal Statistical Society. Series B (Statistical Methodology), 70 (2008) 5, 913-930. - W. G. Manteiga, M. J. Lombardía, I.Molina, D. Morales, L. Santamaría.
Analytic and Bootstrap Approximation of Prediction Errors under a multivariate Fay-Herriot model,
Computational Statistics and Data Analysis, 52 (2008) 5242-5252. - W. González-Manteiga, M. J. Lombardía, I. Molina, D. Morales, L. Santamaría.
Bootstrap Mean Squared Error of A Small Area EBLUP,
Journal Statistical Computation and Simulation, 78 (2008) 443-462. - I. Molina, Saei Ayoub, M. J. Lombardía.
Small area estimates of labor force participation under a multinomial logit mixed model,
Journal of the Royal Statistical Society. Series A (Statistics in Society), 170 (2007) 4, 975-1000. - W. González-Manteiga, M. J. Lombardía, I. Molina, D. Morales, L. Santamaría.
Estimation of the Mean Squared Error of Predictors of Small Area Parameters under a Logistic Mixed Model,
Computational Statistics and Data Analysis, 51 (2007) 2720-2733. - M. J. Lombardía, S. Sperlich.
Testing the Parametric vs the Semiparametric Generalized Mixed Effects Models,
Fundación de las Cajas de Ahorros. Documento de trabajo, 294 (2006) 1-21. - M. J. Lombardía, W. González-Manteiga, J. M. Prada-Sánchez.
Estimation of a finite population distribution function based on a linear model with unknown heteroscedastic errors,
Canadian Journal of Statistics / Revue canadienne de statistique, 33 (2005) 181-200. - J. Castillejo, J. Iglesias, M. Barrada, M. J. Lombardía.
Modelo de predicción de actividad para el control de plagas de babosas en la agricultura de Galicia,
Real Academia Galega de Ciencias (2004) 105-249. - M. J. Lombardía, W. González-Manteiga, J. M. Prada-Sánchez.
Una revisión de la estimación de la función de distribución y métodos de remuestreo bootstrap en poblaciones finitas,
Estadística Española, 46 (2004) 155, 149-174. - M. J. Lombardía, W. González-Manteiga, J. M. Prada-Sánchez.
Bootstrapping the Chambers-Dunstan estimate of a finite population distribution function,
Journal Statistical Planning and Inference, 116 (2003) 367-388. - J. Iglesias, J. Castillejo, A. Ester, R. Castro, M. J. Lombardía.
Susceptibility of the eggs of the field slug Deroceras Reticulatum to contact with pesticides and substances of biological origin on artificial soil,
Annals of Applied Biology, 140 (2002) 53-59. - J. Iglesias, J. Castillejo, R. Parana, R. Mascato, M. J. Lombardía.
Susceptibility of the eggs of the pest slug Deroceras Reticulatum to contact with metal salts,
Journal of Molluscan Studies, 66 (2000) 171-176. - M. J. Lombardía, C. Cadarso-Suárez, A. Figueiras.
Pointwise confidence bands for the relative risk in the continuous covariate case,
American Journal of Epidemiology, 147 (1998) S83-S83.
Departamento de Matemáticas
Facultad de Informática
Campus de Elviña, s/n
15071 - A Coruña (Spain)
+34.981.167.000 Ext. 1253
Facultad de Informática
Campus de Elviña, s/n
15071 - A Coruña (Spain)
+34.981.167.000 Ext. 1253