Publicaciones

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1) Ojeda, J. L. , González-Manteiga, W., Cristóbal Cristóbal, José Antonio (To appear). "Testing regression models with selection--biased data". Annals of the Institute of Statistical Mathematics. Springer Heidelberg . ISSN: 0020-3157 Google Scholar
2) González-Manteiga, W., Crujeiras, R. (To appear). Discussion on the paper “Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan” by P. Secchi, S. Vantini and V. Vitelli Statistical Methods & Applications. Springer Berlin Heidelberg . ISSN: 1618-2510 Google Scholar
3) Fuentes-Santos, I., González-Manteiga, W., Mateu, J. (To appear). "Consistent smooth bootstrap kernel intensity estimation for inhomogeneous spatial Poisson point processes". Scandinavian Journal of Statistics Google Scholar
4) Bianco, A., Boente, G., González-Manteiga, W., Pérez González, Ana (2015). "Robust inference in partially linear models with missing responses". Statistics and Probability Letters. 97. pp. 88-98 Google Scholar
5) García-Portugués, Eduardo, Crujeiras, R., González-Manteiga, W. (2015). Central limit theorems for directional and linear random variables with applications Statistica Sinica. 25. pp. 1207-1229 Google Scholar
6) Saavedra-Nieves, P., González-Manteiga, W., Rodríguez-Casal, A. (2015). "A comparative simulation study of data-driven methods for estimating density level sts". Journal of Statistical Computation and Simulation Google Scholar
7) Conde Amboage M., Sánchez Sellero, C., González-Manteiga, W. (2015). "A lack-of-fit test for quantile regression models with high-dimensional covariates". Computational Statistics and Data Analysis. 88. pp. 128-138. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
8) Febrero-Bande, M., Galeano, P., González-Manteiga, W. (2015). Functional Principal Component Regression and Functional Partial Least--squares Regression: An Overview and a Comparative Study International Statistical Review. pp. 1--23 Google Scholar
9) Boente, G., González-Manteiga, W., Rodríguez, D. (2014). "Goodness-of-fit test for directional data". Scandinavian Journal of Statistics. 41(1). pp. 259–275 . Wiley-Blackwell Publishing, Inc . ISSN: 0303-6898 Google Scholar
10) García-Portugués, Eduardo, Barros, A. M. G., Crujeiras, R., González-Manteiga, W., Pereira, J. M. C. (2014). A test for directional-linear independence, with applications to wildfire orientation and size Stochastic Environmental Research and Risk Assessment. 28. pp. 1261-1275. Springer . ISSN: 1436-3240 Google Scholar
11) García-Portugués, Eduardo, González-Manteiga, W., Febrero-Bande, M. (2014). A Goodness-of-Fit test for the Functional Linear Model with scalar response Journal of Computational and Graphical Statistics. Vol. 23, Issue 3. pp. 761-778. Elsevier Science Bv . ISSN: 0377-0427 Google Scholar
12) Saavedra-Nieves, P., González-Manteiga, W., Rodríguez-Casal, A. (2014). Level Set Estimation. In Akritas, M.G. et al., editors, Topics in Nonparametric Statistics: Proceedings of the First Conference of the International Society for Nonparametric Statistics . 74. pp. 299-307. Springer . ISSN: 2194-1009 Google Scholar
13) García-Portugués, Eduardo, Crujeiras, R., González-Manteiga, W. (2013). Exploring wind direction and SO2 concentration by circular-linear density estimation Stochastic Environmental Research and Risk Assesment. 27. pp. 1055-1067. Springer . ISSN: 1436-3240 Google Scholar
14) Boente, G., Cao, R., González-Manteiga, W., Rodríguez, D. (2013). "Testing in generalized partially linear models: A Robust approach". Statistics & Probability Letters. 83. pp. 203-212. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
15) Febrero-Bande, M., González-Manteiga, W. (2013). Generalized Additive Models for Functional Data TEST. 22, 2. pp. 278-292. Springer . ISSN: 1133-0686 Google Scholar
16) González-Manteiga, W., Crujeiras, R. (2013). "An updated review of Goodness-of-Fit tests for regression models". TEST. 22. pp. 361-447. Springer Verlag . ISSN: 1133-0686 Google Scholar
17) García-Portugués, Eduardo, Crujeiras, R., González-Manteiga, W. (2013). Kernel density estimation for directional-linear data Journal of Multivariate Analysis. 121. pp. 152-175. Elsevier Inc . ISSN: 0047-259X Google Scholar
18) González-Manteiga, W., Lombardía, M. J., Martinez Miranda, Maria Dolores, Sperlich, S. (2013). "Kernel Smoothers and Bootstrapping for Semiparametric Mixed Effects Models". Journal of Multivariate Analysis. 114. pp. 288-302. Elsevier Inc . ISSN: 0047-259X Google Scholar
19) Fuentes-Santos, I., Marey Pérez, Manuel F., González-Manteiga, W. (2013). "Forest fireS Spatial patterns analysis in Galicia (NW Spain)". Journal of Environmental Management. 15. pp. 30-42 Google Scholar
20) Fernández, G., Barreal, M.L., Pombo, M.B., Ginzo-Villamayor, M.J., González-Manteiga, W., Prieto, A., Díaz, J.M., Lago, N., González-Palencia, J. (2013). Evolución da etioloxía das mamites bovinas en galicia Afriga. 104. pp. 46-52 Google Scholar
21) Fernández, G., Barreal, M.L., Pombo, M.B., Ginzo-Villamayor, M.J., González-Manteiga, W., Prieto A., Lago, N., González-Palencia, J. (2013). "Comparison of the epidemiological behavior of mastitis pathogens by applying time-series analysis in results of milk samples submitted for microbiological examination.". Veterinary Research Communications . 37. pp. 259-267 Google Scholar
22) Pardo-Seco, J., Amigo, J., González-Manteiga, W., Salas A. (2013). "A generalized model to estimate the statistical power in mitochondrial disease studies involving 2xk tables". PLoS ONE. 8(9) . ISSN: 1932-6203 Google Scholar
23) González-Manteiga, W., Lombardía, M. J., Martinez Miranda, Maria Dolores, Sperlich, S. (2013). "Kernel Smoothers and Bootstrapping for Semiparametric Mixed Effects Models". Journal of Multivariate Analysis. 114. pp. 288-302. Elsevier Inc . ISSN: 0047-259X Google Scholar
24) Ferraty F, González-Manteiga, W., Martínez Calvo, Adela, Vieu, Philippe (2012). "Presmoothing in functional linear regression". Statistica Sinica. 22. pp. 69-94. Statistica Sinica . ISSN: 1017-0405 Google Scholar
25) González-Manteiga, W., Crujeiras, R. (2012). "Recent advances in spatio--temporal stochastic modelling". Environmetrics. 23. pp. 1-2. John Wiley & Sons Ltd . ISSN: 1180-4009 Google Scholar
26) Inácio, V., González-Manteiga, W., Febrero-Bande, M., F Gude, Alonzo, T.A., Cadarso Suárez, Carmen María (2012). Extending induced ROC methodology to the functional context Biostatistics. 13 (4). pp. 594-608. Oxford Journals . ISSN: 1465-4644 Google Scholar
27) González-Manteiga, W., Henry, G., Rodríguez, D. (2012). "Partly linear models on Riemannian manifolds". Journal of Applied Statistics. 39(8). pp. 1797-1809 Google Scholar
28) González-Manteiga, W., Porcu, E. (2012). "Discussion of the paper: Optimun design of experiments for statistical inference". Journal of The Royal Statistical Society Series C-Applied Statistics. 61, Part 3.. pp. 345-401. Wiley-Blackwell Publishing, Inc . ISSN: 0035-9254 Google Scholar
29) Chernick, Michael R., González-Manteiga, W., Crujeiras, R., Barrios, Erniel B. (2011). "Bootstrap methods". International Encyclopedia of Statistica Science. pp. 169-174. Springer Google Scholar
30) González-Manteiga, W., Pardo Fernández, Juan Carlos, Van Keilegom, I. (2011). ROC curves in nonparametric location-scale regression models Scandinavian Journal of Statistics. 38. pp. 169-184. Wiley-Blackwell Publishing, Inc . ISSN: 0303-6898 Google Scholar
31) Martínez Calvo, Adela, González-Manteiga, W. (2011). "Bootstrap in functional linear regression". Journal of Statistical Planning and Inference. 141. pp. 453-461. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
32) Bianco, A., Boente, G., González-Manteiga, W., Pérez González, Ana (2011). "Asymptotic behaviour of robust estimators in partially linear models with missing responses:The effect of estimating the missing probability on the simplified marginal estimators". TEST. 20(3), 524-548. Springer . ISSN: 1133-0686 Google Scholar
33) González-Manteiga, W., Crujeiras, R. (2011). "A general view of the goodness-of-fit tests for statistical models". Modern Mathematical Tools and Techniques in Capturing Complexity. pp. 3-17. Springer Series in Synergetics Google Scholar
34) Monsalve-Cobis, Abelardo E., González-Manteiga, W., Febrero-Bande, M. (2011). Goodness of test for interest rate models: An approach based on empirical processes Computational Statistics & Data Analysis. 55 (12). pp. 3073–3092. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
35) González-Manteiga, W., Vieu, Philippe (2011). "Methodological Richness of Functional Data Analysis. In: Learning and Data Science. (Editors: Bottou, L. et al)". . Chapman&Hall Google Scholar
36) Matías, J.M., Febrero-Bande, M., González-Manteiga, W., Reboredo, J.C. (2010). Boosting GARCH and neural networks for the prediction of heteroskedastic time series Mathematical and Computer Modelling. 51. pp. 256-271. Pergamon-Elsevier Science Ltd . ISSN: 0895-7177 Google Scholar
37) González-Manteiga, W., Lombardía, M. J., Molina Perala, I., Morales González, D., Santamaría, L. (2010). "Small area estimation under Fay-Herriot models with nonparametric estimation of heteroscedasticity". Statistical Modelling. 10-2. pp. 215-239 . Sage Publications Ltd . ISSN: 1471-082X Google Scholar
38) Crujeiras, R., Fernández-Casal, R., González-Manteiga, W. (2010). "Goodness-of-fit tests for the spatial spectral density". Stochastic Environmental Research and Risk Assesment. 24. pp. 67-79. Springer . ISSN: 1436-3240 Google Scholar
39) Febrero-Bande, M., Galeano, P., González-Manteiga, W. (2010). Measures of influence for the functional linear model with scalar response Journal of Multivariate Analysis. 101. pp. 327-339. Elsevier Inc . ISSN: 0047-259X Google Scholar
40) Crujeiras, R., Fernández-Casal, R., González-Manteiga, W. (2010). "Nonparametric test for separability of spatio-temporal processes". Environmetrics. 21. pp. 382-399. John Wiley & Sons Ltd . ISSN: 1180-4009 Google Scholar
41) Bianco, A., Boente, G., González-Manteiga, W., Pérez González, Ana (2010). "Estimation of the marginal location under a partially linear model with missing responses". Computational Statistics & Data Analysis. 54-2. pp. 546-564 . Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
42) González-Manteiga, W., Martínez Calvo, Adela (2010). "Comments on : Dynamic relations for sparsely sampled Gaussian processes". TEST. 19. pp. 43-45. Springer . ISSN: 1133-0686 Google Scholar
43) Matías, J.M., Taboada Castro, Javier, Ordoñez, C., González-Manteiga, W. (2010). "Partially linear support vector machines applied to the prediction of mine slope movements". Mathematical and Computer Modelling. 51. pp. 206-215. Pergamon-Elsevier Science Ltd . ISSN: 0895-7177 Google Scholar
44) Pérez González, Ana, Vilar Fernández, Juan Manuel, González-Manteiga, W. (2010). Nonparametric variance function estimation with missing data Journal of Multivariate Analysis. 101, 5. pp. 1123-1142. Elsevier Inc . ISSN: 0047-259X Google Scholar
45) Quintela Estévez-Peregrina, González-Manteiga, W., Alonso Alonso - María Teresa, Ginzo-Villamayor, M.J., López-Ratón, M. (2010). Mapa i-MATH de demanda empresarial de tecnología matemática . pp. 179 Google Scholar
46) Quintela Estévez-Peregrina, González-Manteiga, W., Alonso Alonso - María Teresa, Ginzo-Villamayor, M.J., López-Ratón, M. (2010). "i-MATH Map of Company Demand for Mathematical Technology". . pp. 175 Google Scholar
47) Aneiros Pérez, German, González-Manteiga, W., Reboredo, J.C. (2010). "Semiparametric regression with a FARIMA-GARCH error process: Theory and application". Advances and Applications in Statistical Sciences. 3. pp. 83-112. MILI Publications . ISSN: 0974-6811 Google Scholar
48) García-Magariños, M., Antoniadis, Anestis, Cao, R., González-Manteiga, W. (2010). "Lasso Logistic Regression, GSoft and the Cyclic Coordinate Descent Algorithm". Statistical Applications in Genetics and Molecular Biology. 9-1. Berkeley Electronic Press . ISSN: 1544-6115 Google Scholar
49) González-Manteiga, W., Martínez Calvo, Adela (2010). "Bootstrap Calibration in Functional Linear Regression Models with Applications". Proceedings of COMPSTAT'2010. pp. 199-207. Lechevallier, Yves; Saporta, Gilbert (Eds.). Springer Physica-Verlag Heidelberg Google Scholar
50) Porcu, E., Crujeiras, R., Mateu, J., González-Manteiga, W. (2009). "On the second order properties of the multidimensional peridogram for regularly spaced data". Theory of Probability and its Applications. 53. pp. 349-356. SIAM Publications . ISSN: 0040-585X Google Scholar
51) Pérez González, Ana, Vilar Fernández, Juan Manuel, González-Manteiga, W. (2009). "Asymptotic properties of local polynomial regression with missing data and correlated errors". Annals of the Institute of Statistical Mathematics. 61. pp. 85-109. Springer Heidelberg . ISSN: 0020-3157 Google Scholar
52) Boente, G., González-Manteiga, W., Pérez González, Ana (2009). "Robust nonparametric estimation with missing data". Journal of Statistical Planning and Inference. 139. pp. 571-592. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
53) Roca Pardiñas, Javier, Cadarso Suárez, Carmen María, González-Manteiga, W. (2009). "Resampling and testing in regression models with environmetrical applications". Comprehensive Chemometrics . 1. pp. 171-187. Elsevier Google Scholar
54) Lombardía, M. J., Domínguez-Gómez, R., González-Manteiga, W., Prada-Sánchez, J. M. (2009). "Estimación de áreas pequenas: o ingreso medio mensual por comarca nos fogares galegos". Xunta de Galicia. Consellería de facenda Google Scholar
55) Febrero-Bande, M., Galeano, P., González-Manteiga, W. (2008). Outlier detection in functional data by depth measures with application to identify abnormal NOx levels Environmetrics. 19, 4. pp. 331-345. John Wiley & Sons Ltd . ISSN: 1180-4009 Google Scholar
56) Fernández de Castro, Belén M., González-Manteiga, W. (2008). Boosting for real and functional samples. An application to an environmental problem Stochastic Environmental Research and Risk Assesment. 22, 1. pp. 27-37. Springer . ISSN: 1436-3240 Google Scholar
57) Martinez Miranda, Maria Dolores, Raya Miranda, R., González-Manteiga, W., González-Carmona, A. (2008). A bootstrap local bandwidth selector for additive models Journal of Computational and Graphical Statistics. 17, 1. pp. 38-55. Elsevier Science Bv . ISSN: 0377-0427 Google Scholar
58) Cao, R., González-Manteiga, W. (2008). Goodness-of-fit tests for conditional models under censoring and truncation Journal of Econometrics. 143, 166-190. Elsevier Science Sa . ISSN: 0304-4076 Google Scholar
59) Crujeiras, R., González-Manteiga, W. (2008). Comments on :Augmenting the bootstrap to analyze high dimensional genomic data TEST. 17. pp. 40-42. Springer . ISSN: 1133-0686 Google Scholar
60) Crujeiras, R., Fernández-Casal, R., González-Manteiga, W. (2008). An L2-test for comparing spatial spectral densities Statistics & Probability Letters. 78. pp. 2543-2551. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
61) Matías, J.M., Febrero-Bande, M., González-Manteiga, W., Reboredo, J.C. (2008). Gradient Boosting GARCH and Neural Networks for Time Series Prediction Supervised and Unsupervised Ensemble Methods and Their Applications. Studies in Comp. Intelligence. pp. 153-164. Springer Google Scholar
62) González-Manteiga, W., Martinez Miranda, Maria Dolores, Raya Miranda, R. (2008). "Sizer map for inference with additive models". Statistics and Computing. 18. pp. 297-312. Springer . ISSN: 0960-3174 Google Scholar
63) González-Manteiga, W.(2008). F. Ferraty and P. Vieu: "Nonparametric functional data analysis:theory and practice" Computational Statistics. 23,2. pp. 341-342. Springer Heidelberg . ISSN: 0943-4062 Google Scholar
64) González-Manteiga, W., Lombardía, M. J., Molina Perala, I., Morales González, D., Santamaría, L. (2008). Analytic and bootstrap approximations of prediction errors under a multivariate Fay-Herriot model Computational Statistics & Data Analysis. 52. pp. 5242-5252. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
65) Van Keilegom, I., Sánchez Sellero, C., González-Manteiga, W. (2008). Empirical likelihood based testing for regression Electronic Journal of Statistics. 2. pp. 581-604 Google Scholar
66) Roca Pardiñas, Javier, Cadarso Suárez, Carmen María, González-Manteiga, W. (2007). Bootstrap methods for testing interactions in GAMs. Statistical Methods for Biostatistics and Related Fields (Härdle W, Mori Y, and Vieu Ph. Eds.). pp. 147-166. Springer Google Scholar
67) Febrero-Bande, M., Galeano, P., González-Manteiga, W. (2007). A functional analysis of NOx levels: location and scale estimation and outlier detection Computational Statistics. 22, 3. pp. 411-427. Springer Heidelberg . ISSN: 0943-4062 Google Scholar
68) Cadarso Suárez, Carmen María, González-Manteiga, W. (2007). Statistics in Biomedical Research ARBOR. 725. pp. 353-362 Google Scholar
69) Crujeiras, R., Fernández-Casal, R., González-Manteiga, W. (2007). Comparing spatial dependence structures using spectral density estimators Environmetrics. 18. pp. 793-808. John Wiley & Sons Ltd . ISSN: 1180-4009 Google Scholar
70) Vilar Fernández, Juan Manuel, Villar, A., González-Manteiga, W. (2007). Bootstrap tests for nonparametric comparison of regression curves with dependent errors TEST. 16. pp. 123-144. Springer Verlag . ISSN: 1133-0686 Google Scholar
71) Ramil Novo, L. A., González-Manteiga, W. (2007). Estimación y contrastes de hipótesis en modelos de regresión desde la perspectiva del análisis funcional La gaceta de la Real Sociedad Matemática Española. 10, nº 2. pp. 333-371. RSME (Madrid) Google Scholar
72) González-Manteiga, W., Vieu, Philippe (2007). Editorial-Introduction to the special issue on Statistics for Functional Data Computational Statistics & Data Analysis. 51. pp. 4788-4792. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
73) Pardo Fernández, Juan Carlos, Van Keilegom, I., González-Manteiga, W. (2007). Testing for the equality of k regression curves Statistica Sinica. 17. pp. 1115-1137. Statistica Sinica . ISSN: 1017-0405 Google Scholar
74) Van Keilegom, I., González-Manteiga, W., Sánchez Sellero, C. (2007). Goodness-of-fit tests in parametric regression based on the estimation of the error distribution TEST. Springer Verlag . ISSN: 1133-0686 Google Scholar
75) González-Manteiga, W., Lombardía, M. J., Molina Perala, I., Morales González, D., Santamaría, L. (2007). Estimation of the mean squared error of predictors of small area linear parameters under a logistic mixed model Computational Statistics & Data Analysis. 51. pp. 2720-2733. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
76) González-Manteiga, W., Lombardía, M. J., Molina Perala, I., Morales González, D., Santamaría, L. (2007). Bootstrap mean squared error of a small area EBLUP Journal of Statistical Computation and Simulation. 78,5, 443-462. Taylor & Francis Ltd . ISSN: 0094-9655 Google Scholar
77) Pardo Fernández, Juan Carlos, Van Keilegom, I., González-Manteiga, W. (2007). Goodness-of-fit tests for parametric models in censored regression The Canadian Journal of Statistics. 35(2). pp. 249-264. Wiley-Blackwell Publishing, Inc . ISSN: 0319-5724 Google Scholar
78) Castellano Méndez, M., Ruiz-Filippi, G., González-Manteiga, W., Roca, E,, Lema, J.M. (2007). Selection of variables using factorial discriminant analysis for the state identification of an anaerobic UASB-UAF hybrid pilot plant, fed with winery effluents Water Science and Technology. 56, 2. pp. 139-145. IWA Publishing . ISSN: 0273-1223 Google Scholar
79) Vilar Fernández, Juan Manuel, González-Manteiga, W., J. A. Vilar (2007). "Bootstrap tests for nonparametric comparison of regression curves with dependent errors". TEST. 16. pp. 123-144. Springer . ISSN: 1133-0686 Google Scholar
80) Cuevas, A., González-Manteiga, W., Rodríguez-Casal, A. (2006). Plug-in estimation of general level sets Australian & New Zealand Journal of Statistics. 48. pp. 7-19. Wiley-Blackwell Publishing, Inc . ISSN: 1369-1473 Google Scholar
81) González-Manteiga, W., Pérez González, Ana (2006). Goodness-of-fit tests for linear regression models with missing response data The Canadian Journal of Statistics. 34(1). pp. 1-22. Wiley-Blackwell Publishing, Inc . ISSN: 0319-5724 Google Scholar
82) Matías, J.M., González-Manteiga, W., Taboada Castro, Javier, Ordoñez, C. (2006). Managing distribution changes in time series prediction Journal of Computational and Applied Mathematics. 191. pp. 206-215. Elsevier Science Bv . ISSN: 0377-0427 Google Scholar
83) Matías, J.M., González-Manteiga, W. (2006). Regularized kriging as a generalization of simple, universal and bayesian kriging Stochastic Environmental Research and Risk Assesment. 20. pp. 243-258. Springer . ISSN: 1436-3240 Google Scholar
84) Stute, W., Presedo Quindimil, Manuel Antonio, González-Manteiga, W., Koul, H.L. (2006). Model checks of higher order time series Statistics & Probability Letters. 76. pp. 1385-1396. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
85) Pateiro-López, B., González-Manteiga, W. (2006). "Multivariate Partially Linear Models". Statistics & Probability Letters. 76, Issue 14. pp. 1543-1549. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
86) González-Manteiga, W., Crujeiras, R. (2006). La estadística no paramétrica: pasado, presente y futuro Boletín de Estadística e Investigación Operativa (BEIO). 22. pp. 7-12. SEIO Google Scholar
87) Cadarso Suárez, Carmen María, Roca Pardiñas, Javier, Figueiras Guzmán, Adolfo, González-Manteiga, W. (2005). "Nonparametric estimation of the Odds Ratios for Continuous Exposures Using Generalized Additive Models with an Unknown Link Function". Statistics in Medicine. 24, nº 8. pp. 1169-1184. John Wiley & Sons, Ltd . ISSN: 0277-6715 Google Scholar
88) Fernández de Castro, Belén M., Guillas, S., González-Manteiga, W. (2005). "Functional Samples and Bootstrap for Predicting SO2 Levels". Technometrics. 47, (2). pp. 212-222. Amer Statistical Assoc . ISSN: 0040-1706 Google Scholar
89) Roca Pardiñas, Javier, Cadarso Suárez, Carmen María, González-Manteiga, W. (2005). "Testing for interactions in Generalized Additive Models:application to SO2 pollution". Statistics and Computing. 15,. pp. 289-299,. Springer . ISSN: 0960-3174 Google Scholar
90) Lombardía, M. J., González-Manteiga, W., Prada-Sánchez, J. M. (2005). "Estimation of a finite population distribution function based on a linear model with unknown heteroscedastic errors". Canadian Journal of Statistics. 33. pp. 181-200. Wiley-Blackwell Publishing, Inc . ISSN: 0319-5724 Google Scholar
91) Sánchez Sellero, C., González-Manteiga, W., Van Keilegom, I. (2005). Uniform representation of product limit integral with applications Scandinavian Journal of Statistics. 32. pp. 563-581. Wiley-Blackwell Publishing, Inc . ISSN: 0303-6898 Google Scholar
92) Castellano Méndez, M., Aira, MJ, Iglesias, I., Jato, V., González-Manteiga, W. (2005). Artificial neural networks as a useful tool to predict the risk level of Betula pollen in the air International Journal of Biometeorology. 49. pp. 310-316. Springer . ISSN: 0020-7128 Google Scholar
93) Matías, J.M., González-Manteiga, W., Francisco-Fernández, M., Ordoñez, C. (2005). Variography for model selction in local polynomial regression with spatial data Journal of Mathematical Modelling and Algorithms. 4. pp. 237-252. Springer Google Scholar
94) García-Soidán, P.H., Febrero-Bande, M., González-Manteiga, W. (2004). Nonparametric kernel estimation of an isotropic variogram Journal of Statistical Planning and Inference. 121. pp. 65-92. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
95) Vilar Fernández, Juan Manuel, González-Manteiga, W. (2004). "Nonparametric comparison of curves with dependent errors". Statistics. 38(2). pp. 81-99. Taylor & Francis Ltd . ISSN: 0233-1888 Google Scholar
96) Aneiros Pérez, German, González-Manteiga, W., Vieu, Philippe (2004). "Estimation and testing in a partial linear regression model under long memory dependence". Bernoulli . 10. pp. 49-78. Int Statistical Inst . ISSN: 1350-7265 Google Scholar
97) Matías, J.M., Vaamonde Liste, Antonio, Taboada Castro, Javier, González-Manteiga, W. (2004). "Comparison of kriging and neural networks with application to the exploitation of a slate mine". Mathematical Geology. 36. pp. 463-486. Springer . ISSN: 0882-8121 Google Scholar
98) González-Manteiga, W., Martinez Miranda, Maria Dolores, Pérez González, Ana (2004). "The choice of smoothing parameter in nonparametric regression through wild bootstrap". Computational Statistics & Data Analysis. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
99) González-Manteiga, W., Pérez González, Ana (2004). "Nonparametric mean estimation with missing data". Communications in Statistics: Theory and Methods. 33. pp. 277-303. Taylor & Francis Inc . ISSN: 0361-0926 Google Scholar
100) Roca Pardiñas, Javier, González-Manteiga, W., Febrero-Bande, M., Prada-Sánchez, J. M., Cadarso Suárez, Carmen María (2004). Predicting binary time series of SO2 using generalized additive models with unknown link function Environmetrics. 15. pp. 729-742. John Wiley & Sons Ltd . ISSN: 1180-4009 Google Scholar
101) Castellano Méndez, M., González-Manteiga, W., Febrero-Bande, M., Prada-Sánchez, J. M., Lozano Calderón, Román (2004). Modelling of the monthly and daily behaviour of the runoff of the Xallas river using Box-Jenkins and neural networks methods Journal of Hydrology. 296. pp. 38-58. Elsevier . ISSN: 0022-1694 Google Scholar
102) Lombardía, M. J., González-Manteiga, W., Prada-Sánchez, J. M. (2004). "Bootstrapping the Dorfman-Hall-Chambers-Dunstan estimator of a finite population distribution function". Journal of Nonparametric Statistics. 16(1-2). pp. 63-90. Taylor & Francis Ltd . ISSN: 1048-5252 Google Scholar
103) Lombardía, M. J., Sánchez Sellero, C., González-Manteiga, W. (2004). "El Bootstrap en problemas notables de la inferencia estadística. Consideraciones sobre el número de muestras artificiales". . pp. 157-176. Universidad de Almería Google Scholar
104) Matías, J.M., Vaamonde Liste, Antonio, Taboada Castro, Javier, González-Manteiga, W. (2004). Support vector machines and gradient boosting for graphical estimation of a slate deposit Stochastic Environmental Research and Risk Assesment. 18. pp. 309-323. Springer . ISSN: 1436-3240 Google Scholar
105) Cotos Yáñez, T., González-Manteiga, W., Prada-Sánchez, J. M. (2004). "Prediction with additive models. Simulation and application wioth real data". Communications in Statistics: Simulation and Computation. 33(3). pp. 825-842. Taylor & Francis Inc . ISSN: 0361-0918 Google Scholar
106) Lombardía, M. J., González-Manteiga, W., Prada-Sánchez, J. M. (2003/2004). "Una revisión de la estimación de la función de distribución y métodos de remuestreo bootstrap en poblaciones finitas". Revista Estadística Española. 45, N. 154/155. pp. 335-36/149-174. INE Google Scholar
107) de Uña Álvarez, Jacobo, González-Manteiga, W., Cadarso Suárez, Carmen María (2003). "Chi-squared goodness-of-fit theory under proportional censorship". Journal of Statistical Planning and Inference. 109. pp. 101-124. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
108) Fernández de Castro, Belén M., Prada-Sánchez, J. M., Febrero-Bande, M., Bermúdez Cela, José Luis, Hernández Hernández, J. J., González-Manteiga, W. (2003). Prediction of SO2 level using neural networks Journal of the air and waste management association. 53. pp. 532-538. Air & Waste Management Association Google Scholar
109) Lombardía, M. J., González-Manteiga, W., Prada-Sánchez, J. M. (2003). "Bootstrapping the Chambers-Dunstan estimate of a finite population distribution function". Journal of Statistical Planning and Inference. 116. pp. 367-388. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
110) Iglesias Pérez, María del Carmen, González-Manteiga, W. (2003). "Bootstrap for the conditional distribution function with truncated and censored data". Annals of the Institute of Statistical Mathematics. Springer Heidelberg . ISSN: 0020-3157 Google Scholar
111) Fernández-Casal, R., González-Manteiga, W., Febrero-Bande, M. (2003). Flexible spatio-temporal stationary variogram models Statistics and Computing. 13. pp. 127-136. Springer . ISSN: 0960-3174 Google Scholar
112) González-Manteiga, W., Aneiros Pérez, German (2003). "Testing in partial linear regression models with dependent errors". Journal of Nonparametric Statistics. 15. pp. 93-111. Taylor & Francis Ltd . ISSN: 1048-5252 Google Scholar
113) Fernández-Casal, R., González-Manteiga, W., Febrero-Bande, M. (2003). Space-time dependency modeling using general classes of flexible stationary variogram models Journal of Geophysical Research. 108. pp. NO.D24, 8779. Amer Geophysical Union . ISSN: 0148-0227 Google Scholar
114) García-Soidán, P.H., González-Manteiga, W., Febrero-Bande, M. (2003). Local linear regression estimation of the variogram Statistics & Probability Letters. 64. pp. 169-179. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
115) Matías, J.M., González-Manteiga, W. (2003). "Regularized Kriging: The support vectors method applied to kriging". Lecture Notes in Computer Science. 2714 Google Scholar
116) Cao, R., González-Manteiga, W., Iglesias Pérez, María del Carmen (2003). "Almost sure representations in survival analysis under censoring and truncation: applications to goodness-of-fit tests". Recent Advances and Trends in Nonparametric Statistics. pp. 139-154. Elsevier Google Scholar
117) Febrero-Bande, M., Alonso Morales, Francisco Javier, Angulo Ibañez, José Miguel, González-Manteiga, W. (2002). Semi-parametric statistical approaches for space-time process prediction. Some Applications Spatial Statistics Through Applications. pp. 127-146. Witpress Google Scholar
118) González-Manteiga, W., Quintela del Río, Alejandro, Vieu, Philippe (2002). "A note on variable selection in nonparametric regression with dependent data". Statistics & Probability Letters. 57. pp. 259-268. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
119) Cuevas, A., González-Manteiga, W. (2002). "Past editors' report". TEST. 11 (1). pp. 1-4. Springer Verlag . ISSN: 1133-0686 Google Scholar
120) Vilar Fernández, Juan Manuel, González-Manteiga, W. (2001). "Generalized minimum distance estimators of a linear model with correlated errors". Stastistical Papers. 42. pp. 352-373 Google Scholar
121) Delgado González, Miguel A., González-Manteiga, W. (2001). "Significance testing in nonparametric regression based on the bootstrap". Annals of Statistics. 29 (5). pp. 1469-1507. Inst Mathematical Statistics . ISSN: 0090-5364 Google Scholar
122) Ramil Novo, L. A., González-Manteiga, W. (2000). F tests and regression analysis of variance based on smoothing spline estimators Statistica Sinica. 10, 3. pp. 819-837. Statistica Sinica . ISSN: 1017-0405 Google Scholar
123) Prada-Sánchez, J. M., Febrero-Bande, M., Cotos Yáñez, T., Bermúdez Cela, José Luis, González-Manteiga, W. (2000). Prediction of SO2 pollution incidents near a power station using partially linear models and an historical matrix of predictor-response vectors Environmetrics. 11. pp. 209-225. John Wiley & Sons Ltd . ISSN: 1180-4009 Google Scholar
124) de Uña Álvarez, Jacobo, González-Manteiga, W., Cadarso Suárez, Carmen María (2000). "Kernel distribution function estimation under the Koziol-Green model". Journal of Statistical Planning and Inference. 87. pp. 199-219. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
125) Vilar Fernández, Juan Manuel, González-Manteiga, W. (2000). "Resampling for checking linear regression models via nonparametric regression estimation". Communications in Statistics: Theory and Methods . 35. pp. 211-231. Taylor & Francis Inc . ISSN: 0361-0926 Google Scholar
126) Stute, W., González-Manteiga, W., Sánchez Sellero, C. (2000). "Nonparametric model checks in censored regression". Communications in Statistics: Theory and Methods. 29 (7). pp. 1611-1629. Taylor & Francis Inc . ISSN: 0361-0926 Google Scholar
127) González-Manteiga, W.(2000). "Goodness of fit tests for regression models: A tutorial". Statistical Modelling. Chapter 3. pp. 30-42. Sage Publications Ltd . ISSN: 1471-082X Google Scholar
128) de Uña Álvarez, Jacobo, González-Manteiga, W. (1999). "Strong consistency under proportional censorship when covariables are present". Statistics & Probability Letters. 42. pp. 283-292. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
129) Iglesias Pérez, María del Carmen, González-Manteiga, W. (1999). "Strong representation of a generalized product-limit estimator for truncated and censored data with some applications". Journal of Nonparametric Statistics. 10. pp. 213-244. Taylor & Francis Ltd . ISSN: 1048-5252 Google Scholar
130) Alcalá Nalvaiz, José Tomás, Cristóbal Cristóbal, José Antonio, González-Manteiga, W. (1999). "Goodness-of-fit test for linear models based on local polynomials". Statistics & Probability Letters. 42. pp. 39-46. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
131) Sánchez Sellero, C., González-Manteiga, W., Cao, R. (1999). Bandwidth selection in density estimation with truncated and censored data Annals of the Institute of Statistical Mathematics. 51, 1. pp. 51-70. Springer Heidelberg . ISSN: 0020-3157 Google Scholar
132) Rodríguez Campos, María Celia, González-Manteiga, W. (1998). "Testing the hypothesis of a generalized linear regression model using nonparametric regression estimation". Journal of Statistical Planning and Inference. 67. pp. 99-122. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
133) Stute, W., González-Manteiga, W., Presedo Quindimil, Manuel Antonio (1998). "Bootstrap approximations in model checks for regression". Journal of the American Statistical Association. 93, 441. Amer Statistical Assoc . ISSN: 0162-1459 Google Scholar
134) Ramil Novo, L. A., González-Manteiga, W. (1998). Goodness-of-fit Tests for Polynomial Regression Communications in Statistics: Simulation and Computation. 27(1). pp. 229-258. Taylor & Francis Inc . ISSN: 0361-0918 Google Scholar
135) de Uña Álvarez, Jacobo, González-Manteiga, W. (1998). "Distributional convergence under proportional censorship when covariables are present". Statistics & Probability Letters. 39. pp. 305-315. Elsevier Science Bv . ISSN: 0167-7152 Google Scholar
136) Angulo Ibañez, José Miguel, Febrero-Bande, M., Alonso Morales, Francisco Javier, González-Manteiga, W. (1998). Semi-parametric statistical approaches for space-time process prediction Environmental and Ecological Statistics. 5. pp. 297-316. Springer . ISSN: 1352-8505 Google Scholar
137) Cao, R., Delgado González, Miguel A., González-Manteiga, W. (1997). "Nonparametric curve estimation: an overview". Investigaciones Económicas. 21 (2). pp. 209-252 Google Scholar
138) Cao, R., Febrero-Bande, M., Prada-Sánchez, J. M., García-Jurado, I., González-Manteiga, W. (1997). Saving computer time in constructing consistent bootstrap prediction intervals for autoregressive processes Communications in Statistics: Simulation and Computation. 26, 3. pp. 961-978. Taylor & Francis Inc . ISSN: 0361-0918 Google Scholar
139) García-Soidán, P.H., González-Manteiga, W., Prada-Sánchez, J. M. (1997). "Edgeworth expansions for nonparametric distribution estimation with applications". Journal of Statistical Planning and Inference. 65. pp. 213-231. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
140) de Uña Álvarez, Jacobo, Cadarso Suárez, Carmen María, González-Manteiga, W., Cao, R. (1997). "Bootstrap selection of the smoothing parameter in density estimation under the Koziol-Green model". L1-Stastistical Procedures and Related Topics. Lecture Notes of IMS. 31. pp. 385-398 Google Scholar
141) González-Manteiga, W., Cao, R., Marrón, J. Steve (1996). "Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation". Journal of the American Statistical Association. 91,435. pp. 1130-1140. Amer Statistical Assoc . ISSN: 0162-1459 Google Scholar
142) González-Manteiga, W., Sánchez Sellero, C., Wand, M. (1996). "Accuracy of binned kernel functional approximations". Communications in Statistics: Theory and Methods. 22. pp. 1-16. Taylor & Francis Inc . ISSN: 0361-0926 Google Scholar
143) Stute, W., González-Manteiga, W. (1996). "NN goodness of fit test for linear models". Journal of Statistical Planning and Inference. 53. pp. 75-92. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
144) Sánchez Sellero, C., Vázquez Fernández, Enrique, Otero Cepeda, Xosé Luis, Hervada Vidal, Xurxo, Fernández, E., Taboada Castro, Xose Antonio, González-Manteiga, W. (1996). "Reporting delay: A review with a simulation study and application to spanish AIDS data". Statistics in Medicine. 15. pp. 305-321. John Wiley & Sons, Ltd . ISSN: 0277-6715 Google Scholar
145) Vilar Fernández, Juan Manuel, González-Manteiga, W. (1996). "Bootstrap test of goodness of fit to a linear model when errors are correlated". Communications in Statistics: Theory and Methods. 25,12. pp. 2925-2953. Taylor & Francis Inc . ISSN: 0361-0926 Google Scholar
146) González-Manteiga, W.(1995). "Smooth linear regression using sample-determined bandwidth". Shankya. Serie A. 57, Part 1. pp. 79-87 Google Scholar
147) González-Manteiga, W., Vilar Fernández, Juan Manuel (1995). "Testing linear regression models using non parametric regression estimators when errors are non-independent". Computational Statistics & Data Analysis. 20. pp. 521-541. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
148) González-Manteiga, W., Vilar Fernández, Juan Manuel (1995). "Test de Bondad de ajuste del modelo lineal general bajo correlación serial de los errores". Qüestiió. 18, 3. pp. 337-368. Institut d'Estadística de Catalunya Google Scholar
149) García-Jurado, I., Cao, R., Febrero-Bande, M., Prada-Sánchez, J. M., González-Manteiga, W. (1995). Prediction using Box-Jenkins, nonparametric and bootstrap techniques Technometrics. 37, 3. pp. 303-310. Amer Statistical Assoc . ISSN: 0040-1706 Google Scholar
150) Cao, R., Cuevas, A., González-Manteiga, W. (1994). "A Comparative Study of Several Smoothing Methods in Density Estimation". Computational Statistics & Data Analysis. 17. pp. 153-176. Elsevier Science Bv . ISSN: 0167-9473 Google Scholar
151) González-Manteiga, W., Cadarso Suárez, Carmen María (1994). "Asymptotic properties of a generalized Kaplan-Meier estimator with some applications". Journal of Nonparametric Statistics. 4. pp. 65-78. Taylor & Francis Ltd . ISSN: 1048-5252 Google Scholar
152) Cao, R., Febrero-Bande, M., García-Jurado, I., González-Manteiga, W., Prada-Sánchez, J. M. (1994). Un estudio de simulación comparativo de técnicas no paramétricas, semiparamétricas y Box-Jenkins para la predicción con datos dependientes Estadística Española. 36, 135. pp. 5-20. INE Google Scholar
153) González-Manteiga, W., Prada-Sánchez, J. M., Romo Urroz, Juan Jose (1994). "The Bootstrap - A Review". Computational Statistics. 9. pp. 165-205. Springer Heidelberg . ISSN: 0943-4062 Google Scholar
154) Prada-Sánchez, J. M., García-Jurado, I., González-Manteiga, W., Fiestras-Janeiro, M. G., Espada Ríos, M.I., Lucas Domínguez, Tomás (1993). "Multivariate Statistical Analysis of Precipitation Chemistry in Northwestern Spain". Water, Air and Soil Pollution. An International Journal of Environmental Pollution. 69. pp. 37-55. Springer . ISSN: 0049-6979 Google Scholar
155) Cao, R., González-Manteiga, W. (1993). "Bootstrap methods in regression smoothing". Journal of Nonparametric Statistics. 2. pp. 379-388. Taylor & Francis Ltd . ISSN: 1048-5252 Google Scholar
156) González-Manteiga, W., García-Jurado, I., Cao, R., Febrero-Bande, M., Prada-Sánchez, J. M., Lucas Domínguez, Tomás (1993). Time Series Analysis for ambient concentrations Atmospheric Environment. 27A, 2. pp. 153-158. Pergamon-Elsevier Science Ltd . ISSN: 1352-2310 Google Scholar
157) Stute, W., González-Manteiga, W., Presedo Quindimil, Manuel Antonio (1993). "Bootstrap Based Goodness-of-Fit-Tests". Metrika. 40. pp. 243-256. Springer Heidelberg . ISSN: 0026-1335 Google Scholar
158) González-Manteiga, W., Cao, R. (1993). "Testing hypothesis of general linear model using nonparametric regression estimation". TEST. 2, 1-2. pp. 161-188. Springer Verlag . ISSN: 1133-0686 Google Scholar
159) González-Manteiga, W., Vilar Fernández, Juan Manuel, Ramil Novo, L. A. (1992). "Contrastes de hipótesis paramétricas usando estimadores no paramétricos en los modelos de regresión". Cuadernos Aragoneses de Economía. 2. 1-2. pp. 13-40 Google Scholar
160) Cao, R., González-Manteiga, W., Prada-Sánchez, J. M., García-Jurado, I., Febrero-Bande, M. (1992). Forecasting using a semiparametric model Computational Statistics. 1. pp. 327-330. Springer Heidelberg . ISSN: 0943-4062 Google Scholar
161) González-Manteiga, W., Cadarso Suárez, Carmen María (1991). "Inferencia no paramétrica con datos censurados". Estadística Española. 33, 127. pp. 325-362. INE Google Scholar
162) González-Manteiga, W., Cadarso Suárez, Carmen María (1991). "Regression with randomly right-censored data using prior nonparametric curve estimation". Nonparametric functional estimation and related topics. Nato advanced institute. Kluwer. pp. 315-328 Google Scholar
163) Cuevas, A., González-Manteiga, W. (1991). "Data-driven smoothing based on convexity properties. (Editor G. Roussas)". Nonparametric functional estimation and related topics. Nato advanced institute. Kluwer. pp. 225-240 Google Scholar
164) González-Manteiga, W., Presedo Quindimil, Manuel Antonio (1991). "Propiedades asintóticas de los estimadores de mínima distancia con covariables". Qüestiió. 15, 2. pp. 139-161. Institut d'Estadística de Catalunya Google Scholar
165) González-Manteiga, W.(1990). "Asymptotic normality of generalized functional estimators dependent on covariables". Journal of Statistical Planning and Inference. 24. pp. 377-390. Elsevier Science Bv . ISSN: 0378-3758 Google Scholar
166) Stute, W., González-Manteiga, W. (1990). "Nearest neighbor smoothing in linear regression". Journal of Multivariate Analysis. 34. pp. 61-74. Elsevier Inc . ISSN: 0047-259X Google Scholar
167) González-Manteiga, W., Vilar Fernández, Juan Manuel (1990). "Aplicación de la suavización no paramétrica del tipo k-puntos próximos a modelos de regresión lineal". Trabajos de Estadística. 5,1. pp. 53-68 Google Scholar
168) González-Manteiga, W., García-Jurado, I., Prada-Sánchez, J. M., Fiestras-Janeiro, M. G. (1990). "Dependence between fusion temperatures and chemical components of a certain type of coal using classical, nonparametric and bootstrap techniques". Journal of Chemometrics. 4, 6. pp. 429-440. John Wiley & Sons Ltd . ISSN: 0886-9383 Google Scholar
169) González-Manteiga, W.(1988). "Una perspectiva general con nuevos resultados de la aplicación de la estimación no paramétrica en la teoría de la regresión". Estadística Española. 30,118. pp. 141-203. INE Google Scholar
170) Faraldo Roca, Pedro, González-Manteiga, W. (1987). "On efficiency of a new class of linear regression estimates obtained by preliminary nonparametric estimation". New perspectives in theoretical and applied statistics. pp. 229-242. Wiley Google Scholar
171) Faraldo Roca, Pedro, Cristóbal Cristóbal, José Antonio, González-Manteiga, W. (1987). "A class of linear regression parameter estimators constructed by nonparametric estimation". Annals of Statistics. 15,2. pp. 603-610. Inst Mathematical Statistics . ISSN: 0090-5364 Google Scholar
172) González-Manteiga, W., Vilar Fernández, Juan Manuel (1987). "Una clase de estimadores para los parámetros de un proceso AR(1) obtenidos a partir de estimaciones no paramétrica previas". Trabajos de Estadística. 3 Google Scholar
173) González-Manteiga, W., Vilar Fernández, Juan Manuel (1987). "A class of nonparametrically constructed parameter estimators in a stationary autoregressive model". Mathematical Statistics Probability Theory. B. pp. 85-96. Reidel Publishing Company Google Scholar
174) Fernández Sotelo, María Ángeles, González-Manteiga, W. (1986). "Suavización no paramétrica en fiabilidad". Trabajos de Estadística. 2. pp. 13-36 Google Scholar
175) Hernández, C., González-Manteiga, W., Hermida Domínguez, R.C. (1986). "Apprentissage dirige applique au rythme cardiaque foetal". Innov. Tech. Biol. Med.. 7,2. pp. 189-195 Google Scholar
176) González-Manteiga, W.(1985). "Una aplicación de la estimación no paramétrica al modelo lineal general con varianza no homogénea". Trabajos de Estadística y de Investigación Operativa. 36,2. pp. 70-87 Google Scholar
177) Faraldo Roca, Pedro, Prada-Sánchez, J. M., González-Manteiga, W. (1984). "Estudio de curvas notables en Estadística desde un punto de vista no paramétrico (Parte I)". Cuadernos de Bioestadística y sus aplicaciones informáticas. 2, nº 1. pp. 31-46 Google Scholar
178) Faraldo Roca, Pedro, Prada-Sánchez, J. M., González-Manteiga, W. (1984). "Estudio de curvas notables en Estadística desde un punto de vista no paramétrico (Parte II)". Cuadernos de Bioestadística y sus aplicaciones informáticas. 2, nº 1. pp. 47-57 Google Scholar

 
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