There are 181 publications.

1) Meilán-Vila, A., Fernández-Casal, R., Crujeiras, R.M., Francisco-Fernández, M. (To appear) . A computational validation for nonparametric assessment of spatial trends Computational Statistics . Google Scholar

2) Meilán-Vila, A., Francisco-Fernández, M., Crujeiras, R.M. (To appear) . Goodness-of-fit tests for multiple regression with circular response Journal of Statistical Computation and SimulationTaylor and Francis. . Google Scholar

3) González-Manteiga, W., Crujeiras, R.M., García-Portugués, Eduardo (To appear) . A review of goodness-of-fit tests for models involving functional data TRENDS IN MATHEMATICAL, INFORMATION AND DATA SCIENCES: A TRIBUTE TO LEANDRO PARDO . Google Scholar

4) Fanjul Hevia, A., Pardo Fernández, Juan Carlos, Van Keilegom, I., González-Manteiga, W. (To appear) . "A test for comparison conditional ROC curves with multidimensional covariates". Journal of Applied Statistics . Google Scholar

5) Almomani, A., Saavedra-Nieves, P., Barreiro, P., Durán, R., Crujeiras, R.M., Loureiro, M., Sánchez-Vila, E, (To appear) . "Application of choice models in Tourism Recommender Systems". Expert Systems . Google Scholar

6) Meilán-Vila, A., Crujeiras, R.M., Francisco-Fernández, M. (To appear) . Nonparametric estimation for a functional-circular regression model Statistical Papers . Google Scholar

7) Febrero-Bande, M., Galeano, P., García-Portugués, Eduardo, González-Manteiga, W. (To appear) . Testing for linearity in scalar-on-function regression with responses missing at random Computational Statistics . Google Scholar

8) Vázquez-Mera, S., Martelo-Vidal, L., Miguéns-Suárez, P., Saavedra-Nieves, P., Arias, P., Antía Ferreiro-Pose, Juan Vázquez, Salgado, F. J., González-Barcala, F.J., Nieto-Fontarigo. J. J. (To appear) . "Exploring CD26-/lo subpopulations of lymphocytes in asthma phenotype and severity: a novel CD4+ T cell subset expressing archetypical granulocyte proteins ". Allergy, European Journal of Allergy and Clinical Immunology . Google Scholar

9) Saavedra-Nieves, P., Fernández Pérez, M. (To appear) . "Directional density-based clustering". Advances in Data Analysis and Classification . Google Scholar

10) Febrero-Bande, M., Oviedo, M, Darbalaei, M., Morteza, A. (2024 (online)) . Functional regression models with functional response: a new approach and a comparative study Computational StatisticsSpringer. . Google Scholar

11) Borrajo, M.I., González-Manteiga, W., Martínez-Miranda, M.D. (2024) . Goodness-of-fit test for point processes first-order intensity Computational Statistics and Data Analysis . Google Scholar

12) Ameijeiras-Alonso, J., I. Gijbels (2024) . Smoothed circulas: nonparametric estimation of circular cumulative distribution functions and circulas Bernoulli 30. pp. 2747-2769. ISSN: 1350-7265 . Google Scholar

13) Saavedra Nieves, A., Saavedra-Nieves, P. (2024) . On the estimation of the core for TU games Expert Systems with Applications 245. pp. 123132. Elsevier. . Google Scholar

14) Ameijeiras-Alonso, J.(2024) . A reliable data-based smoothing parameter selection method for circular kernel estimation Statistics and Computing 34. pp. 1-13. Springer. ISSN: 0960-3174 . Google Scholar

15) Ginzo-Villamayor, M.J., Molina-Valero, J.A., Martínez Calvo, Adela, Novo Pérez, M.A., Álvarez-González, J.G., Montes-Pita, F., Pérez-Cruzado, C. (2024) . Operationalizing TLS in Forest Inventories: The R Package FORTLS Anais do Seminário Internacional de Estatística com R 5(2). pp. 1-5. VIII Seminário Internacional de Estatística com R (VIII SER) , Niterói, 03-06 jun 2024. ISSN: 2526-7299 . Google Scholar

16) Chauca-Bajaña, L., Pérez-Jardón, A., Vieira E Silva, F.F., Conde Amboage M., Velásquez-Ron, B., Padín-Iruegas, M. E., Pérez-Sayans, M. (2024) . Root Coverage Techniques: Coronally Advancement Flap vs. Tunnel Technique: A Systematic Review and Meta-Analysis Dentistry Journal 12. pp. 341. ISSN: 2304-6767 . Google Scholar

17) Conde Amboage M., Van Keilegom, I., González-Manteiga, W. (2023) . Application of Quantile Regression Models for Biomedical Data. In: Larriba, Y. (eds) Statistical Methods at the Forefront of Biomedical Advances. Springer, Cham. . Google Scholar

18) Ameijeiras-Alonso, J., Domingues, T.D., Malato, J., Grabowska, A.D., Lee, J.-S., Biecek, P., Graça, L., Mouriño, H., Scheibenbogen, C., Westermeier, F., Nacul, L., Cliff, J.M., Lacerda, E.M., Sepúlveda, N. (2023) . Association analysis between symptomology and herpesvirus IgG antibody concentrations in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and multiple sclerosis Heliyon 9. pp. e18250. CellPress. ISSN: 2405-8440 . Google Scholar

19) Fuentes-Santos, I., González-Manteiga, W., Mateu, J. (2023) . Testing similarity between first-order intensities of spatial point processes. A comparative study Communications in Statistics-Simulation and Computation 52 Issue 5. pp. 2210-2230. Taylor and Francis. . Google Scholar

20) Varela-Estevez, R., Castineiras-Tourino, M., Saavedra-Nieves, P., Vázquez-Quiñoy, C., Estany-Gestal, A. (2023) . "Ansiedad y depresión en matronas del Área de Santiago de Compostela durante la pandemia por la COVID-19". Matronas Profesión 24(1). pp. 4. ISSN: 1578-0740 . Google Scholar

21) Vázquez-Mera, S., Martelo-Vidal, L., Miguéns-Suárez, P., Saavedra-Nieves, P., Arias, P., González-Fernández. C., Mosteiro-Añón, M., Corbacho-Abelaira, M. D., Blanco-Aparicio, M., Méndez-Brea, P., Salgado, F.J., Nieto-Fontarigo, J.J., González-Barcala, F.J. (2023) . "Serum exosome inflamma-miRs are surrogate biomarkers for asthma phenotype and severity". Allergy: European Journal of Allergy and Clinical Immunology 78(1). pp. 141-155. . Google Scholar

22) Ameijeiras-Alonso, J., Crujeiras, R.M. (2023) . "Mutimodality tests for gene-based identification of oncological patients". Statistical Methods at the Forefront of Biomedical Advancespp. 45-61. Springer. . Google Scholar

23) Saavedra Nieves, A., Saavedra-Nieves, P. (2023) . "Estimation of bankruptcy rules with a priori unions for establishing new systems of quotas". BEIO 39(1). pp. 25-43. . Google Scholar

24) Fuentes-Santos, I., González-Manteiga, W., Mateu, J. (2023) . Bootstrap bandwidth selection for the pair correlation function of inhomogeneous spatial point processes Journal of Statistical Computation and Simulation 93 Issue 18. pp. 3329-3361 . Taylor-Francis. . Google Scholar

25) Jácome, M. A., López Cheda, A., Aneiros Pérez, German, Carpente, L., Costa, J., Estévez Pérez, Graciela, Francisco-Fernández, M., Ginzo-Villamayor, M.J., González-Rueda, A. M., Malheiro, M.T., Muiños-Roca, M.C., Oviedo, M, Piñeiro Lamas, B., Presedo Quindimil, Manuel Antonio, Rodríguez-Fraguela, L.F. (2023) . ACTAS XVI Congreso Galego de Estatística e Investigación de Operacións e I Xornadas Innovación Docente na Estatística e Investigación de Operacións ISBN: 978-84-09-50202-8. Comité Organizador. Jácome-Pumar,M.A, López-Cheda, A., Aneiros-Pérez, G., Carpente-Rodríguez, M.L., Costa-Bouzas, J., Estévez-Pérez, G., Francisco- Fernández, M., Ginzo-Villamayor, M.J., González-Rueda, A.M., Malheiro, M.T., Muiños-Roca, M.C., Oviedo de l. . Google Scholar

26) Alonso-Pena, M., Bolon, D., Ameijeiras-Alonso, J., Saavedra Nieves, A., Saavedra-Nieves, P. (2023) . Manual de R para prácticas de Bioestadística ISBN: 9788419679536. Universidade de Santiago de Compostela. . Google Scholar

27) Ameijeiras-Alonso, J., Ley, C. (2022) . Sine-skewed toroidal distributions and their application in protein bioinformatics Biostatistics 23 (3). pp. 685–704. Oxford Academic. ISSN: 1465-4644 . Google Scholar

28) Ameijeiras-Alonso, J., Crujeiras, R.M. (2022) . Flexible circular modeling: a case study of car accidents Directional Statistics for Innovative Applications: A Bicentennial Tribute to Florence Nightingalepp. 93-116. Springer. ISSN: 978981191 . Google Scholar

29) Saavedra-Nieves, P.(2022) . "Nonparametric estimation of highest density regions for COVID-19". Journal of Nonparametric Statistics 34(3). pp. 663-682. Taylor & Francis. . Google Scholar

30) Febrero-Bande, M., González-Manteiga, W., Oviedo, M (2022) . Prediction Models with Functional Data for Variables related with Energy Production Mathematics inspired by Applications. The European Consortium for Mathematics in Industry 38. pp. 271-297. Springer. ISSN: 1612-3956 . Google Scholar

31) Rodríguez-Casal, A., Saavedra-Nieves, P. (2022) . A data-adaptive method for estimating density level sets under shape conditions Annals of Statistics 50. pp. 1653-1668. ISSN: 0090-5364 . Google Scholar

32) Molina-Valero, J.A., Martínez Calvo, Adela, Ginzo-Villamayor, M.J., Novo Pérez, M.A., Álvarez-González, J.G., Montes-Pita, F., Pérez-Cruzado, C. (2022) . Operationalizing the use of TLS in forest inventories: The R package FORTLS Environmental Modelling and Software 150. pp. 1-18. Springer. ISSN: 1364-8152 . Google Scholar

33) Chantada-Vázquez, M.P., Conde Amboage M., Graña-López, L., Vázquez-Estévez, S., Bravo, S.B. , Núñez, C. (2022) . Circulating Proteins Associated with Response and Resistance to Neoadjuvant Chemotherapy in HER2-Positive Breast Cancer Cancers 14. MDPI. ISSN: 2072-6694 . Google Scholar

34) Ameijeiras-Alonso, J., I. Gijbels, Verhasselt, A. (2022) . On a family of two-piece circular distributions Computational Statistics & Data Analysis 168. pp. 107403. Elsevier Science Bv. ISSN: 0167-9473 . Google Scholar

35) Pérez-Sayans, M., Castelo-Baz, P., Peñarrocha Oltra, D., Seijas Naya, F., Conde Amboage M., Somoza Martín, J.M. (2022) . Impact of abutment geometry on early implant marginal bone loss. A double-blind, randomised, 6-month clinical trial Clinical Oral Implants Research 33. pp. 1038 - 1048. Wiley Online Library. ISSN: 1600-0501 . Google Scholar

36) Lorenzo-Pouso, A.I., Bravo, S.B. , Carballo, J., Chantada-Vázquez, M.P., Bagán, J., Bagán, L., Chamorro-Petronacci, C.M., Conde Amboage M., López López, R., García-García, A., Pérez-Sayans, M. (2022) . Quantitative proteomics in medication-related osteonecrosis of the jaw: A proof-of-concept study Oral DiseasesWiley. ISSN: 1354-523X . Google Scholar

37) Ameijeiras-Alonso, J., Crujeiras, R.M., Ginzo-Villamayor, M.J., Rodríguez-Casal, A., Saavedra-Nieves, P. (2022) . ADISTA22: Advances in Directional Statistics. Santiago de Compostela15-17th June, 2022. Programme and Book of AbstractsISBN 978-84-19155-92-4 pp. 78. Servicio de Publicacións da Universidade de Santiago de Compostela. Editors: Ameijeiras-Alonso, J., Crujeiras, R.M., Ginzo-Villamayor, M.J., Rodríguez-Casal, A., Saavedra-Nieves, P.. . Google Scholar

38) Saavedra-Nieves, P., Crujeiras, R.M. (2022) . "HDiR: An R Package for Computation and Nonparametric Plug-in Estimation of Directional Highest Density Regions and General Level Sets". The R Journal 14(3). pp. 121-141. . Google Scholar

39) França, F., Padín-Iruegas, M. E., Caponio, V. C. A., Lorenzo-Pouso, A. I., Saavedra-Nieves, P., Chamorro-Petronacci, C.M., Suárez-Peñaranda José M, Pérez-Sayans, M. (2022) . Caspase 3 and Cleaved Caspase 3 Expression in Tumorogenesis and Its Correlations with Prognosis in Head and Neck Cancer: A Systematic Review and Meta-Analysis International Journal of Molecular Sciences 23(19). pp. 11937. . Google Scholar

40) Faraldo Roca, Pedro, Crujeiras, R.M., Pérez Rodríguez, M., Martínez Calvo, Adela, Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Fernández de Castro, Belén M., Carreira V. (2022) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2014-2015 (EIL1415)pp. 24. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG). ISSN: 978-84-12 . Google Scholar

41) Marey Pérez, Manuel F., Fuentes-Santos, I., Saavedra-Nieves, P., González-Manteiga, W. (2022) . Nonparametric comparative analysis of the spatiotemporal pattern of human caused and natural wildfires in Galicia International Journal of Wildland Fire 32 Issue 2. pp. 178-194. CSIRO PUBLISHING. ISSN: 1049-8001 . Google Scholar

42) Sánchez Sellero, C., Ginzo-Villamayor, M.J., Ameijeiras-Alonso, J., Borrajo, M.I., Conde Amboage M., Diéguez-Taboada, M., Faraldo Roca, Pedro, López Vizcaíno, María Esther, Martín Vila, M., Saavedra Nieves, A., Saavedra-Nieves, P. (2021) . ACTAS XV CONGRESO GALEGO DE ESTATÍSTICA E INVESTIGACIÓN DE OPERACIÓNS. Santiago de Compostela, 4-5-6 de novembro de 2021 ISBN: 978-84-09-35306-4. pp. 278. Departamento de Estadística, Análisis Matemático y Optimización (USC). Editors: Sánchez Sellero, C., Ginzo-Villamayor, M.J., Ameijeiras-Alonso, J., Borrajo, M.I., Conde, M., Diéguez-Taboada, M., Faraldo Roca, P., López Vizcaíno, M.E., Martín Vila, M., Saa. . Google Scholar

43) Ameijeiras-Alonso, J., Crujeiras, R.M., Rodríguez-Casal, A. (2021) . multimode: an R package for mode assessment Journal of Statistical Software 97 (9). pp. 1-32. ISSN: 1548-7660 . Google Scholar

44) Ameijeiras-Alonso, J., Ley, C., Pewsey, A., Verdebout, T. (2021) . Simple optimal tests for circular reflective symmetry about an unknown central direction Statistical Papers 62. pp. 1651-1674. Springer. ISSN: 0932-5026 . Google Scholar

45) Saavedra-Nieves, P., Crujeiras, R.M., Vieira-Lanero, R., Caballero, P., Cobo Gradín, F. (2021) . Assessing the effect of recovery programs for salmon (Salmo salar Linnaeus, 1758) at its Southern limit in Europe: application of segmented regression models to long-term data from the Ulla Limnetica 40. Asociación Ibérica de Limnología. . Google Scholar

46) Fuentes-Santos, I., González-Manteiga, W., Zubelli, J. (2021) . Nonparametric spatiotemporal analysis of violent crime. A case study in the Rio de Janeiro metropolitan area. Spatial Statistics 42. pp. 100431. Elsevier. ISSN: 2211-6753 . Google Scholar

47) García-Portugués, Eduardo, Álvarez-Liébana, J., Álvarez-Pérez, G., González-Manteiga, W. (2021) . A goodness-of-fit test for the functional linear model with functional response Scandinavian Journal of Statistics 48. pp. 502–528. . Google Scholar

48) Alonso-Pena, M., Ameijeiras-Alonso, J., Crujeiras, R.M. (2021) . Nonparametric tests for circular regression Journal of Statistical Computation and Simulation 91(3). pp. 477-500. Taylor & Francis Ltd. ISSN: 0094-9655 . Google Scholar

49) Fanjul Hevia, A., Pardo Fernández, Juan Carlos, González-Manteiga, W. (2021) . A non-parametric test for comparing conditional ROC curves Computational Statistics and Data Analysis 157. pp. 107146. ELSEVIER. ISSN: 0167-9473 . Google Scholar

50) Molina-Valero, J.A., Ginzo-Villamayor, M.J., Novo Pérez, M.A., Álvarez-González, J.G., Montes-Pita, F., Martínez Calvo, Adela, Pérez-Cruzado, C. (2021) . FORTLS: an R Package for Processing TLS data and Estimating Stand Variables in Forest Inventories Environmental Sciences Proceedings 3(38). pp. 1-9. MDPI. . Google Scholar

51) Blair, G., R. Basset, Bastin, L., Beevers, L., Borrajo, M.I. (2021) . The Role of Digital Technologies in Responding to the Grand Challenges of the Natural Environment: The Windermere Accord Patterns ISSN: 26663899 . Google Scholar

52) Crujeiras, R.M., Saavedra-Nieves, P. (2021) . "Comments on: Recent advances in directional statistics". TESTpp. 1-4. . Google Scholar

53) Conde Amboage M., Van Keilegom, I., González-Manteiga, W. (2021) . A new lack-of-fit test for quantile regression with censored data Scandinavian Journal of Statistics 48. pp. 655-688. Wiley-Blackwell Publishing, Inc. ISSN: 0303-6898 . Google Scholar

54) Saavedra Nieves, A., Saavedra-Nieves, P. (2021) . IndexNumber: An R Package for Measuring the Evolution of Magnitudes R Journal 13. pp. 253-275. . Google Scholar

55) Proverbio, D., Kemp, F., Magni, S., Husch, A., Aalto, A., Mombaerts, L., Skupin, A., Gonçalves, J., Ameijeiras-Alonso, J., Ley, C. (2021) . Dynamical SPQEIR model assesses the effectiveness of non-pharmaceutical interventions against COVID-19 epidemic outbreaks PLoS ONE 16 (5). pp. 1-21. Public Library of Science. ISSN: 1932-6203 . Google Scholar

56) Domingues, T.D., Grabowska, A.D., Lee, J.-S., Ameijeiras-Alonso, J., Westermeier, F., Scheibenbogen, C., Cliff, J.M., Nacul, L., Lacerda, E.M., Mouriño, H., Sepúlveda, N. (2021) . Herpesviruses serology distinguishes different subgroups of patients from the United Kingdom Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Biobank Frontiers in Medicine 8. pp. 959-970. ISSN: 2296-858X . Google Scholar

57) Saavedra-Nieves, P., Crujeiras, R.M. (2021) . Nonparametric estimation of directional highest density regions Advances in Data Analysis and Classification DOI: 10.1007/s11634-021-00457-4. . Google Scholar

58) Saavedra-Nieves, P., Saavedra Nieves, A. (2021) . On gender perspective in Statistics and Operations Research BEIO 37(2). pp. 148-164. ISSN: 2387-1725 . Google Scholar

59) Rodríguez-Casal, A., Saavedra-Nieves, P. (2021) . "Spatial distribution of invasive species: an extent of ocurrence approach". TESTDOI: 10.1007/s11749-021-00783-x. . Google Scholar

60) Borrajo, M.I., Comas, C., Costafreda-Aumedes, S., Mateu, J. (2021) . Stochastic smoothing of point processes for wildlife-vehicle collisions on road networks Stochastic Environmental Research and Risk Assessment ISSN: 1436-3240 . Google Scholar

61) García-Portugués, Eduardo, Navarro-Esteban, P., Cuesta-Albertos, JA (2021) . A Cramér–von Mises test of uniformity on the hypersphere Statistical Learning and Modeling in Data Analysispp. 107–116. Springer. . Google Scholar

62) Oviedo, M, Cabo, C., Ordóñez Galán, C., Roca Pardiñas, Javier (2021) . A Distance Correlation Approach for Optimum Multiscale Selection in 3D Point Cloud Classification Mathematics 9. pp. 1-19. MDPI. ISSN: 2227-7390 . Google Scholar

63) Pewsey, A., García-Portugués, Eduardo (2021) . Recent advances in directional statistics TEST 30. pp. 1-58. Springer. ISSN: 1133-0686 . Google Scholar

64) García-Portugués, Eduardo, Paindaveine, D., Verdebout, T. (2020) . On optimal tests for rotational symmetry against new classes of hyperspherical distributions Journal of the American Statistical Association 115. pp. 1873–1887. Amer Statistical Assoc. ISSN: 0162-1459 . Google Scholar

65) Borrajo, M.I., González-Manteiga, W., Martínez-Miranda, M.D. (2020) . Testing for significant differences between two spatial patterns using covariates Spatial StatisticsElsevier. ISSN: 2211-6753 . Google Scholar

66) Meilán-Vila, A., Opsomer, J., Francisco-Fernández, M., Crujeiras, R.M. (2020) . A goodness-of-fit test for regression models with spatially correlated errors Test 29. pp. 728-749. Springer. ISSN: 1133-0686 . Google Scholar

67) Borrajo, M.I., González-Manteiga, W., Martínez-Miranda, M.D. (2020) . Bootstrapping kernel intensity estimation for imhomogeneous poit processes with spatial covariates Computational Statistics and Data Analysis ISSN: 0167-9473 . Google Scholar

68) Saavedra Nieves, A., Saavedra-Nieves, P. (2020) . On systems of quotas from bankruptcy perspective: the sampling estimation of the random arrival rule European Journal of Operational Research 285. pp. 655-669. Elsevier. ISSN: 0377-2217 . Google Scholar

69) Oviedo, M, Ordóñez Galán, C., Roca Pardiñas, Javier (2020) . Functional Location-Scale Model to Forecast Bivariate Pollution Episodes Mathematics 8. pp. 1-12. MDPI. ISSN: 2227-7390 . Google Scholar

70) Meilán-Vila, A., Francisco-Fernández, M., Crujeiras, R.M., Panzera, A. (2020) . Nonparametric multiple regression estimation for circular response Testpp. 1-23. . Google Scholar

71) Meilán-Vila, A., Crujeiras, R.M., Francisco-Fernández, M. (2020) . Nonparametric estimation of circular trend surfaces with application to wave directions Stochastic Environmental Research and Risk Assessmentpp. 1-17. Springer. ISSN: 1436-3240 . Google Scholar

72) Rodríguez-Casal, A., Saavedra-Nieves, P. (2020) . "Estimación non paramétrica de rexións de elevada densidade do COVID-19". Díxitos Outubro 2020. pp. 12-13. FUNDACIÓN CESGA. ISSN: 1139-563X . Google Scholar

73) Macho Stadler, M., Padrón Fernández, E., Calaza Díaz, L., Casanellas Rius, M., Conde Amboage M., Lorenzo García, E., Vázquez-Abal, M.E. (2020) . Igualdad de género en el ámbito de las Matemáticas Libro Blanco de las Matemáticas (Ed.: Martín de Diego, D.; Chacón Rebollo, T; Curbera Costello, G.; Marcellán Español, F.; Siles Molina, M.))pp. 375-420. Fundación Ramón Areces. Dep. Legal: M-24906-2020. . Google Scholar

74) Calaza Díaz, L., Conde Amboage M. (2020) . Prexuízos, ideas preconcibidas, estereotipos e linguaxe non inclusiva: o papel da coeducación Boletín de la SGAPEIO (Informest) 56. pp. 3-5. SGAPEIO. ISSN: 1695-7083 . Google Scholar

75) García-Portugués, Eduardo, Álvarez-Liébana, J., Álvarez-Pérez, G., González-Manteiga, W. (2020) . Goodness-of-fit tests for functional linear models based on integrated projections Functional and High-Dimensional Statistics and Related Fieldspp. 107-114. Springer. . Google Scholar

76) Oviedo, M, Cabo, C., Ordoñez, C., Roca Pardiñas, Javier (2020) . Optimum Scale Selection for 3D Point Cloud Classification through Distance Correlation Functional and High-Dimensional Statistics and Related Fields. IWFOS 2020. Contributions to Statistics. Springer, ChamAneiros G., Horová I., Hušková M., Vieu P. (eds) . . Google Scholar

77) García-Portugués, Eduardo, Sørensen, M., Mardia, K.V., Hamelryck, T. (2019) . Langevin diffusions on the torus: estimation and applications Statistics and Computing 29. pp. 1-22. Springer. ISSN: 0960-3174 . Google Scholar

78) Conde Amboage M., Sánchez Sellero, C. (2019) . A plug-in bandwidth selector for nonparametric quantile regression TEST 28. pp. 423-450. Springer. ISSN: 1133-0686 . Google Scholar

79) Cuesta-Albertos, JA, García-Portugués, Eduardo, Febrero-Bande, M., González-Manteiga, W. (2019) . Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes Annals of Statistics 47, Nº 1. pp. 439-467. IMS. ISSN: 0090-5364 . Google Scholar

80) Ameijeiras-Alonso, J., Lagona, F., Ranalli, M., Crujeiras, R.M. (2019) . A circular hidden Markov random field for the spatial segmentation of fire occurrence Environmetrics 30. pp. e2501. John Wiley & Sons Ltd . ISSN: 1180-4009 . Google Scholar

81) Ameijeiras-Alonso, J., Crujeiras, R.M., Rodríguez-Casal, A. (2019) . Mode testing, critical bandwidth and excess mass Test 28. pp. 900-919. Springer. ISSN: 1133-0686 . Google Scholar

82) Febrero-Bande, M., González-Manteiga, W., Oviedo, M (2019) . Variable selection in Functional Additive Regression Models Computational Statistics 34. pp. 469-487. Springer. ISSN: 0943-4062 . Google Scholar

83) Ameijeiras-Alonso, J., Benali, A., Crujeiras, R.M., Rodríguez-Casal, A., Pereira, J. M. C. (2019) . Fire seasonality identification with multimodality tests Annals of Applied Statistics 13. pp. 2120-2139. ISSN: 1932-6157 . Google Scholar

84) Oviedo, M(2019) . O paquete fda.usc Boletín de la SGAPEIO (Informest) 53. pp. 5-6. SGAPEIO. ISSN: 1695-7083 . Google Scholar

85) Faraldo Roca, Pedro, Crujeiras, R.M., Martínez Calvo, Adela, Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Fernández de Castro, Belén M., Carreira V. (2019) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2013-2014 (EIL1314)pp. 24. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG). . Google Scholar

86) Oviedo, M, Febrero-Bande, M., Muñoz, MP, Domínguez, A. (2018) . Predicting seasonal influenza transmission using functional regression models with temporal dependence PloS One 13 (4). pp. 1-18. Public Library of Science. ISSN: 1932-6203 . Google Scholar

87) Fuentes-Santos, I., González-Manteiga, W., Mateu, J. (2018) . A first-order ratio based nonparametric separability test for spatiotemporal point processes Environmetrics 29 (1). pp. e2482. John Wiley & Sons Ltd . ISSN: 1180-4009 . Google Scholar

88) Fanjul Hevia, A., González-Manteiga, W. (2018) . A comparative study of methods for testing the equality of two or more ROC curves Computational Statistics 33. pp. 357-377. Springer Berlin Heidelberg. ISSN: 0943-4062 . Google Scholar

89) Ordóñez Galán, C., Oviedo, M, Roca Pardiñas, Javier, Rodríguez-Pérez, J.R. (2018) . Determining optimum wavelengths for leaf water content estimation from reflectance: A distance correlation approach Chemometrics and Intelligent Laboratory Systems 173. pp. 41-50. Elsevier. ISSN: 0169-7439 . Google Scholar

90) Oliveira, M., Pérez-Alberti, Augusto, Crujeiras, R.M., Rodríguez-Casal, A., Castillo-Rodríguez, F. (2018) . A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina Geographical Research Letters 44. pp. 293-320. . Google Scholar

91) Luca, Oviedo, M, Torner, N., Martínez, A., Jané M (2018) . Real-time predictive seasonal influenza model in Catalonia, Spain PLoS One 13(3). pp. 1-15 . Public Library of Science. ISSN: 1932-6203 . Google Scholar

92) García-Portugués, Eduardo, Crujeiras, R.M., González-Manteiga, W. (2018) . "Smoothing-Based Tests with Directional Random Variables". Studies in Systems, Decision and Control. The Mathematics of the Uncertain A Tribute to Pedro Gil 142. pp. 175-184. Springer. . Google Scholar

93) Jordà, J.P., Ameijeiras-Alonso, J., Pujadas-Mora, J.M. (2018) . Chronicle of an early demise, surname extinction in the fifteenth and the seventeenth centuries Historical Methods: A Journal of Quantitative and Interdisciplinary History 51. pp. 190-201. Taylor and Francis Group. . Google Scholar

94) Conde Amboage M., González-Manteiga, W., Sánchez Sellero, C. (2018) . Quantile regression: estimation and lack-of-fit tests Boletín de Estadística e Investigación Operativa (BEIO) 32. pp. 97-116. SEIO. ISSN: 2387-1725 . Google Scholar

95) Ameijeiras-Alonso, J., Crujeiras, R.M., Rodríguez-Casal, A. (2018) . Directional statistics for wildfires Applied Directional Statistics: Modern Methods and Case StudiesCRC Press. . Google Scholar

96) Azarang, L., Oviedo, M (2018) . idmTPreg: Regression Model for Progressive Illness Death Data The R Journal 10:2. pp. 317-325. ISSN: 2073-4859 . Google Scholar

97) Faraldo Roca, Pedro, Crujeiras, R.M., Martínez Calvo, Adela, Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Fernández de Castro, Belén M. (2018) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2012-2013. pp. 258. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG). ISBN: 978-84-09-03429-1. . Google Scholar

98) Monsalve-Cobis, Abelardo E., González-Manteiga, W., Stute, W. (2017) . "The statistical impact of inflation on interest rates". Communications in Statistics-Theory and Methods 46(14). pp. 6754-6763. ISSN: 0361-0926 . Google Scholar

99) Conde Amboage M., González-Manteiga, W., Sánchez Sellero, C. (2017) . Predicting trace gas concentrations using quantile regression models Stochastic Environmental Research and Risk Assessment 31. pp. 1359-1370. Springer. ISSN: 1436-3240 . Google Scholar

100) Oliveira, M., Crujeiras, R.M., Rodríguez-Casal, A. (2017) . Discussion on Statistical Scale Space Methods International Statistical Review 85. pp. 31-32. Wiley. ISSN: 0306-7734 . Google Scholar

101) Cuesta-Albertos, JA, Febrero-Bande, M., Oviedo, M (2017) . The DD^G-classifier in the functional setting TEST 26. pp. 119-142. Springer. ISSN: 1133-0686 . Google Scholar

102) González-Manteiga, W., Zubelli, J., Monsalve-Cobis, Abelardo E., Febrero-Bande, M. (2017) . "Goodness of Fit Test for Stochastic Volatility Models". pp. 89-104. From Statistics to Mathematical Finance. Festschrift in Honour of Winfried Stute. Springer. . Google Scholar

103) Fuentes-Santos, I., González-Manteiga, W., Mateu, J. (2017) . A nonparametric test for the comparison of first order structures of spatial point processes Spatial Statistics 22. pp. 240-260. Elsevier. ISSN: 2211-6753 . Google Scholar

104) Borrajo, M.I., González-Manteiga, W., Martínez-Miranda, M.D. (2017) . Bandwidth selection for kernel density estimation with length-biased data Journal of Nonparametric Statistics 29 (3). pp. 636-668. Taylor & Francis Ltd. ISSN: 1048-5252 . Google Scholar

105) Febrero-Bande, M., González-Manteiga, W., Oviedo, M (2017) . Variable selection in Functional Additive Regression Models Functional Statistics and Related Fieldspp. 113-122. Springer, Cham.. ISSN: 978-3-319 . Google Scholar

106) Benito, M., García-Portugués, Eduardo, Marron, J. Steven, Peña, D. (2017) . Distance-weighted discrimination of face images for gender classification Stat 6. pp. 231–240. Wiley. . Google Scholar

107) Golden, M., García-Portugués, Eduardo, Sørensen, M., Mardia, K.V., Hamelryck, T., Hein, J. (2017) . A generative angular model of protein structure evolution Molecular Biology and Evolution 34. pp. 2085–2100. Oxford University Press. . Google Scholar

108) Almomani, A., Saavedra-Nieves, P., Sánchez-Vila, E, (2017) . Ensembles of Decision Trees for Recommending Touristic Items. In Ferrández Vicente J., Álvarez-Sánchez J. et al., editors, Biomedical Applications Based on Natural and Artificial Computing. IWINAC 2017 10338. pp. 510-519. Springer, Cham, Lecture Notes in Computer Science. ISSN: . Google Scholar

109) Saavedra-Nieves, P., Barreiro, P., Durán, R., Almomani, A., Crujeiras, R.M., Loureiro, M., Sánchez-Vila, E, (2017) . "Sistemas de recomendación: machine learning vs. aproximacións teóricas". Díxitos Marzo 2017. pp. 10. CESGA. ISSN: 1139-563X . Google Scholar

110) Fuentes-Santos, I., González-Manteiga, W., Mateu, J. (2016) . Consistent smooth bootstrap kernel intensity estimation for inhomogeneous spatial Poisson point processes Scandinavian Journal of Statistics 43(2). pp. 416-435. Wiley-Blackwell Publishing, Inc. ISSN: 0303-6898 . Google Scholar

111) García-Portugués, Eduardo, Van Keilegom, I., Crujeiras, R.M., González-Manteiga, W. (2016) . Testing parametric models in linear-directional regression Scandinavian Journal of Statistics 43. pp. 1178-1191. Wiley-Blackwell Publishing, Inc. ISSN: 0303-6898 . Google Scholar

112) Rodríguez-Casal, A., Saavedra-Nieves, P. (2016) . A fully data-driven method for estimating the shape of a point cloud ESAIM: Probability and Statistics 20. pp. 332-348. . Google Scholar

113) Faraldo Roca, Pedro, Crujeiras, R.M., Martínez Calvo, Adela, Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Fernández de Castro, Belén M. (2016) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2011-2012. pp. 248. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG). ISBN: 978-84-617-4678-1. . Google Scholar

114) Martínez-Maquieira, M., Varela, R., García-Mateo, C., Fernández-Rei, E., Martínez Calvo, Adela (2016) . "Introducing the SEA_AP: an Enhanced Tool for Automatic Prosodic Analysis". Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016). Portorož (Slovenia), 23/05/2016-28/05/2016pp. 1963-1969. European Language Resources Association (ELRA). . Google Scholar

115) García-Portugués, Eduardo, Crujeiras, R.M., González-Manteiga, W. (2015) . Central limit theorems for directional and linear random variables with applications Statistica Sinica 25. pp. 1207-1229. Statistica Sinica. ISSN: 1017-0405 . Google Scholar

116) Oviedo, M, Domínguez, A., Muñoz, MP (2015) . Estimate of influenza cases using generalized linear, additive and mixed models Human Vaccines & Immunotherapeutics 11. pp. 298-301. TAYLOR & FRANCIS INC. ISSN: 2164-5515 . Google Scholar

117) Saavedra-Nieves, P., González-Manteiga, W., Rodríguez-Casal, A. (2015) . A comparative simulation study of data-driven methods for estimating density level sets Journal of Statistical Computation and Simulation 86. pp. 236-251. Taylor & Francis Ltd. ISSN: 0094-9655 . Google Scholar

118) 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

119) Martínez Calvo, Adela, Fernández-Rei, E. (2015) . "Unha ferramenta informática para a análise dialectométrica da prosodia". Estudios de Fonética Experimental XXIV. pp. 289-303. ISSN: 1575-5533 . Google Scholar

120) Moriña, D., Higueras, M., Puig Casado, P., Oliveira, M. (2015) . "Generalized Hermite Distribution Modelling with the R Package hermite". R Journal 7. pp. 263-274. ISSN: 2073-4859 . Google Scholar

121) Oliveira, M., Einbeck, J., Higueras, M., Ainsbury, E., Puig Casado, P., Rothkamm, K. (2015) . "Zero-inflated regression models for radiation-induced chromosome aberration data: A comparative study". Biometrical Journal DOI: 10.1002/bimj.201400233. pp. 1-23. Wiley-V C H Verlag Gmbh. ISSN: 0323-3847 . Google Scholar

122) Faraldo Roca, Pedro, Crujeiras, R.M., Martínez Calvo, Adela, Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Fernández de Castro, Belén M. (2015) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2010-2011. pp. 196. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG). ISBN: 978-84-608-2588-3. . Google Scholar

123) Antelo, Manel, Reyes Santías F, Martínez Calvo, Adela (2015) . "Bed capacity and surgical waiting lists: a simulation analysis". European Journal of Government and Economics 4(2). pp. 118-133. ISSN: 2254-7088 . Google Scholar

124) García-Portugués, Eduardo, Barros, A. M. G., Crujeiras, R.M., 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

125) Oliveira, M., Crujeiras, R.M., Rodríguez-Casal, A. (2014) . CircSiZer: an exploratory tool for circular data Journal of Environmental and Ecological Statistics 21. pp. 143-159. Springer. ISSN: 1352-8505 . Google Scholar

126) 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 23. pp. 761-778. Elsevier Science Bv. ISSN: 0377-0427 . Google Scholar

127) Oliveira, M., Crujeiras, R.M., Rodríguez-Casal, A. (2014) . NPCirc: An R Package for Nonparametric Circular Methods Journal of Statistical Software 61. pp. 1-26. ISSN: 1548-7660 . Google Scholar

128) Faraldo Roca, Pedro, Crujeiras, R.M., Martínez Calvo, Adela, Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Fernández de Castro, Belén M. (2014) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2009-2010.. pp. 194. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG) . . Google Scholar

129) 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

130) Febrero-Bande, M., Oviedo, M (2014) . "Functional Regression Models with Temporal and/or Spatial Dependence". Contributions in infinite-dimensional statistics and related topicspp. 107-112. Società Editrice Esculapio. . Google Scholar

131) Fernández-Rei, E., Martínez Calvo, Adela (2014) . "Proposta de análise dialectométrica da prosodia galega". Textos Selecionados, XXIX Encontro Nacional da Associação Portuguesa de Lingüística. Coimbra (Portugal), 23/10/2013-25/10/2013pp. 249-254. Associação Portuguesa de Lingüística. . Google Scholar

132) Reyes Santías F, Cadarso Suárez, Carmen María, Martínez Calvo, Adela (2013) . Applying a simulation model in order to manage waiting lists for hospital inpatient activity in an EU region Mathematical and Computer Modelling 57. pp. 1840-1846. Pergamon-Elsevier Science Ltd. ISSN: 0895-7177 . Google Scholar

133) Oliveira, M., Crujeiras, R.M., Rodríguez-Casal, A. (2013) . Nonparametric circular methods for exploring environmental data Environmental and Ecological Statistics 20. pp. 1-17. Springer. ISSN: 1352-8505 . Google Scholar

134) García-Portugués, Eduardo, Crujeiras, R.M., 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

135) García-Portugués, Eduardo, Crujeiras, R.M., 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

136) Oliveira, M., Pérez-Alberti, Augusto, Trenhaile, A., Gomes, A., García-García, H. (2013) . "Correlating river terrace remnants using an Equotip hardness tester; an example from the Miño River, northwestern Iberian Peninsula". Geomorphology 191. pp. 59-70. Elsevier. . Google Scholar

137) 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. Elsevier. . Google Scholar

138) García-Portugués, Eduardo(2013) . Exact risk improvement of bandwidth selectors for kernel density estimation with directional data Electronic Journal of Statistics 7. pp. 1655-1685. Institute of Mathematical Statistics. ISSN: 1935-752 . Google Scholar

139) Oviedo, M, Muñoz, MP, Domínguez, A. (2013) . Estimate of hepatitis B incidence in Catalonia and its relationship with immigration rates and vaccination coverage using generalized additive models Vacunas 14. pp. 103-110. Elsevier Doyma. . Google Scholar

140) Morrondo Pelayo, M.P., López Pereira, J.E., Fernández Montes, M.C., Sierra Sánchez, M.D., Mallo Rey, M., Baña Souto, J.M., Faraldo Roca, Pedro, Crujeiras, R.M., Fernández de Castro, Belén M., Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Martínez Calvo, Adela (2013) . "Análisis por rama de conocimiento de los resultados obtenidos en los estudios de inserción laboral de los titulados en el Sistema Universitario de Galicia". X Foro Internacional sobre la Evaluación de la Calidad de la Investigación y de la Educación Superior (FECIES 2013)pp. 1259-1267. Asociación Española de Psicología Conductual (AEPC).. . Google Scholar

141) 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

142) Oliveira, M., Crujeiras, R.M., Rodríguez-Casal, A. (2012) . A plug-in rule for bandwidth selection in circular density estimation Computational Statistics & Data Analysis 56. pp. 3898-3908. Elsevier Science Bv. ISSN: 0167-9473 . Google Scholar

143) Febrero-Bande, M., Oviedo, M (2012) . Statistical computing in functional data analysis: the R package fda.usc Journal of Statistical Software 51 (4) . pp. 1-28 . JOURNAL STATISTICAL SOFTWARE, UCLA DEPT STATISTICS. ISSN: 1548-7660 . Google Scholar

144) Oviedo, M, Muñoz, MP, Carmona, G., Borras, E., Batalla, J., Soldevila, N., Domínguez, A. (2012) . The impact of immigration and vaccination in reducing the incidence of hepatitis B in Catalonia (Spain) BMC Public Health 12:614. pp. doi:10.1186/1471-2458-12-614. Biomed Central Ltd. ISSN: 1471-2458 . Google Scholar

145) Faraldo Roca, Pedro, Crujeiras, R.M., Martínez Calvo, Adela, Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Fernández de Castro, Belén M. (2012) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2008-2009. pp. 180. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG). ISSN: C27242012 . Google Scholar

146) Quintela Estévez-Peregrina, Fernández Gomez, A.B., Martínez Calvo, Adela, Parente Morales, G., Sánchez Rúa, M.T. (2012) . TransMath. Innovative Solutions from Mathematical TechnologySpringer. . Google Scholar

147) Morrondo Pelayo, M.P., López Pereira, J.E., Fernández Montes, M.C., Sierra Sánchez, M.D., Mallo Rey, M., Baña Souto, J.M., Faraldo Roca, Pedro, Crujeiras, R.M., Fernández de Castro, Belén M., Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Martínez Calvo, Adela (2012) . "A inserción laboral dos titulados no Sistema Universitario de Galicia". IX Foro Internacional sobre la Evaluación de la Calidad de la Investigación y de la Educación Superior (FECIES 2012)pp. 1328-1332. Asociación Española de Psicología Conductual (AEPC). . Google Scholar

148) 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

149) Monsalve-Cobis, Abelardo E., González-Manteiga, W., Febrero-Bande, M. (2011) . Goodness-of-fit 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

150) Delsol, L., Ferraty F, Martínez Calvo, Adela (2011) . Functional Data Analysis: An Interdisciplinary Statistical Topic Statistical Learning and Data Science. (editors: Bottou, L. et al.)pp. 189-195. Chapman and Hall. . Google Scholar

151) Ferraty F, Martínez Calvo, Adela, Vieu, Philippe (2011) . Thresholding in nonparametric functional regression with scalar response Recent Advances in Functional Data Analysis and Related Topicspp. 103-109. Physica-Verlag (Springer). . Google Scholar

152) Faraldo Roca, Pedro, Crujeiras, R.M., Lombardía, M. J., Naya Fernández, Salvador, Matías, J.M., Carreira V., Fernández de Castro, Belén M., Martínez Calvo, Adela (2011) . Estudo da inserción laboral dos titulados no Sistema Universitario de Galicia 2007-2008. pp. 166. Axencia para a Calidade do Sistema Universitario de Galicia (ACSUG). ISSN: 978-84-61 . Google Scholar

153) Reyes Santías F, Cadarso Suárez, Carmen María, Martínez Calvo, Adela (2011) . "Applying a simulation model to manage waiting lists for hospital inpatient activity in a EU region". Modelling for Engineering and Human Behaviour 2011. (editors: Jódar et al.)pp. 279-283. Instituto Universitario de Matemática Multidisciplinar. . Google Scholar

154) Phillips C., Fernandez-Formoso, L., García-Magariños, M., Porras, L., Tvedebrink, T., Amigo, J., Fondevila M., Gómez Tato-Antonio, Álvarez Dios-José Antonio, Freire-Aradas, A., Gomez-Carballa, A., Mosquera-Miguel, A., Carracedo A., Lareu M. V. (2011) . "Analysis of global variability in 15 established and 5 new European Standard Set (ESS) STRs using the CEPH human genome diversity panel". Forensic Science International: Genetics 5(3). pp. 155-169. . Google Scholar

155) 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

156) 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

157) González-Manteiga, W., Martínez Calvo, Adela (2010) . "Bootstrap Calibration in Functional Linear Regression Models with Applications". Proceedings of COMPSTAT'2010pp. 199-207. Lechevallier, Yves; Saporta, Gilbert (Eds.). Springer Physica-Verlag Heidelberg. . Google Scholar

158) Izquierdo, I., Oviedo, M, Ruiz, L. (2010) . Influence of socioeconomic status on community-acquired pneumonia outcomes in elderly patients requiring hospitalization: a multicenter observational study BMC Public Health 10. pp. 421. Biomed Central Ltd. ISSN: 1471-2458 . Google Scholar

159) Castellano Méndez, M., Franco, A., Cartelle, D., Febrero-Bande, M., Roca, E, (2009) . Identification of NOx and Ozone Episodes and Estimation of Ozone by Statistical Analysis Water, Air and Soil Pollution 198. pp. 95–110. Springer. ISSN: 0049-6979 . Google Scholar

160) García-Magariños, M., López de Ullibarri, I., Cao, R., Salas A. (2009) . "Evaluating the ability of tree-based methods and logistic regression for the detection of SNP-SNP interaction". Annals of Human Genetics 73 (3). pp. 360–369. Wiley-Blackwell Publishing, Inc. ISSN: 0003-4800 . Google Scholar

161) Martínez, A., Domínguez, A., Oviedo, M, Minguell, S., Jansà, JM., Codina, G., Vázquez, JA (2009) . Changes in the evolution of meningococcal disease, 2001-2008, Catalonia (Spain) Vaccine 27. pp. 3496-3498. Elsevier. ISSN: 0264-410X . Google Scholar

162) Oviedo, M, Muñoz, MP, Domínguez, A. (2009) . "Evaluación del impacto de los programas de vacunación masiva: la experiencia de la hepatitis A en Cataluña.". Revista Española de Salud Pública 83 Número 5. pp. 697-709. Ministerio de Sanidad y Consumo. ISSN: 1135-5727 . Google Scholar

163) Martínez, A., Domínguez, A., Oviedo, M, Minguell, S., Jansà, JM., Codina, G., Vázquez, JA (2009) . "Epidemiología de la enfermedad meningocócica en Cataluña antes y después de la vacunación frente al serogrupo C.". Revista Española de Salud Pública 83 Número 5. pp. 725-735. Ministerio de Sanidad y Consumo. ISSN: 1135-5727 . Google Scholar

164) Domínguez, A., Álvarez J, Sabrià, J., Carmona, G., Torner, N., Oviedo, M (2009) . "Factors influencing the case fatality rate of Legionnaire’s disease.". International Journal Of Tuberculosis And Lung Disease 13. pp. 407-412(6). Int Union Against Tuberculosis Lung Disease (I U A T L D). ISSN: 1027-3719 . Google Scholar

165) Domínguez, A., Oviedo, M, Torner, N. (2009) . "Mumps: a year of enhanced surveillance in Catalonia.". Vaccine 27. pp. 6492-3495. Elsevier. ISSN: 0264-410X . Google Scholar

166) Borras, E., Domínguez, A., Batalla, J., Oviedo, M, Salleras, L. (2009) . "The influence of public or private paediatric health care on vaccination coverages in children in Catalonia ". The European Journal of Public Health 19. pp. 69-72. Oxford University Press. ISSN: 1101-1262 . Google Scholar

167) Castellano Méndez, M., Molina, F. (2009) . "Selection of variables for on-line monitoring, diagnosis, and control of anaerobic digestion processes". Water Science & Technology 60(3). pp. 615-22. . Google Scholar

168) Phillips C., Fondevila M., García-Magariños, M., Rodríguez A., Salas A., Carracedo A., Lareu M. V. (2008) . Resolving relationship tests that show ambiguous STR results using autosomal SNPs as supplementary markers Forensic Science International-Genetics 2. pp. 198-204. Elsevier Ireland Ltd. ISSN: 1872-4973 . Google Scholar

169) Salas A., Vega A., García-Magariños, M., Ruibal A., Benítez J., Carracedo A. (2008) . The 'Pokemon' (ZBTB7) gene: no evidence of association with sporadic breast cancer Clinical Medicine: Oncology 2. pp. 357-362. Libertas Academica. . Google Scholar

170) Martínez Calvo, Adela(2008) . Presmoothing in Functional Linear Regression Functional and Operatorial Statisticspp. 223-229. Springer Physica-Verlag Heidelberg. . Google Scholar

171) Domínguez, A., Oviedo, M, Carmona, G., Batalla, J., Bruguera, M., Salleras, L., Plasència, A. (2008) . Impact and effectiveness of a mass hepatitis A vaccination programme of preadolescents seven years after introduction Vaccine 26. pp. 1737-1741. Elsevier. ISSN: 0264-410X . Google Scholar

172) Oviedo, M, Muñoz, MP, Domínguez, A., Borras, E., Carmona, G. (2008) . A statistical model to estimate the impact of a hepatitis A vaccination programme Vaccine 26. pp. 6157-6164. Elsevier. ISSN: 0264-410X . Google Scholar

173) Domínguez, A., Oviedo, M, Carmona, G., Jansà, JM., Borras, E., Salleras, L. (2008) . "Epidemiology of hepatitis A before and after the introduction of a universal vaccination programme in Catalonia, Spain.". Journal of Viral Hepatitis 15 (Suppl 2.). pp. 51-56. Blackwell Publishers. ISSN: 1352-0504 . Google Scholar

174) Domínguez, A., Oviedo, M, Carmona, G. (2008) . "A vaccination programme of preadolescents seven years after introduction.". Vaccine 26. pp. 1737—1741. Elsevier. ISSN: 0264-410X . Google Scholar

175) 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

176) Oviedo, M, Muñoz, MP, Domínguez, A., Carmona, G. (2006) . Estimated Incidence of Hepatitis A Virus Infection in Catalonia Annals of Epidemiology 16. pp. 812-819. Elsevier Science Inc. ISSN: 1047-2797 . Google Scholar

177) 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

178) 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

179) Ciruela, P., Izquierdo, I., Oviedo, M, Domínguez, A. (2004) . "Rotavirus y Adenovirus 40-41 como causantes de gastroenteritis infantil". Vacunas 5. pp. 16-23. Doyma. . Google Scholar

180) Carmona, G., Cardeñosa, N., Oviedo, M (2004) . "Meningococcal disease in Catalonia, Spain (1990-1997)". Medicina Clínica 16. pp. 486-9.. Doyma. . Google Scholar

181) Domínguez, A., Cardeñosa, N., Pañella, H., Orcau, A., Oviedo, M, Carmona, G. (2004) . "The case-fatality rate of meningococcal disease in Catalonia, 1990-1997". Scandinavian Journal of Infectious Diseases 36. pp. 274-279. Informa Healthcare. ISSN: 0036-5548 . Google Scholar

CoDyNP is organized in four workpackages (WP), which are intimately interrelated, namely WP1. Complex data, WP2. Nonparametric inference, WP3. Software and WP4. Data application. The first two WPs (which comprise 4 and 3 research lines, respectively) gather the methodological objectives and some of them are joint objectives, but primarily assigned to the line where more challenges are expected. Responsibilities of PI and Co-PI will be organized by research line for WP1 and WP2, facilitating the exchange of experience between these WPs. The PI will be also the coordinator of WP3 and WP4.



Research lines in WP1. Complex data are organized according to data nature (which can be obviously combined and interrelated): incomplete (including biased, truncated and/or censored data, as well as missing data; L1.1) and aggregated data; functional and high-dimensional data (L1.2); directional data (with circular, cylindrical and toroidal data as particular/derived cases; L1.3); and spatio-temporal processes (L1.4). The PI will be responsible of L1.3 and L1.4 and the Co-PI will coordinate L1.1 and L1.2.

The second package, WP2. Nonparametric inference is set up by three research lines devoted to set estimation (L2.1; responsible PI); methods beyond mean regression (L2.2; responsible PI) and correlation distance (L2.3; responsible Co-PI).

Within WP3. Software, we aim to update and improve our R packages related to the research lines in WP1 and WP2, namely alphahull and alphahull3d for set estimation; NPCirc for circular data; DOvalidation for incomplete and aggregated data; multimode for multimodality tests, fda.usc for functional data and the more recent (HDiR) for directional highest density regions. We also aim to produce at least a package on quantile regression (BwQuant) and another one on ROC comparisons.

Regarding WP4. Data application, we will describe some areas of application within ongoing collaborations with other groups (COVID-19, medical imaging, genetics, environmental sciences, ecology, security, linguistics) all of them directly related with areas of intervention in Pillar 2 of Horizon Europe (and subsequently, with the Estrategia Española de Ciencia, Tecnología e Innovación).



Keywords: Nonparametric inference, functional data, directional data, modal regression, quantile regression, incomplete data, specification tests, set estimation, spatial processes.

Beyond all the technical challenges that the big data era brought about, in terms of data storage and data management capacity, the design and implementation of new approaches to data analysis and inference has inevitably drawn the attention of statistical research groups working on the interface between statistics and machine learning, devoted to the design and implementation of statistical tools for handling high dimensional data.

However, dealing with huge amounts of data is not the only problem that we, as statisticians, must confront in order to effectively extract information from data. Data are not only big, but complex; and complexity arises not only by their nature, but also by the dynamics they follow. Our proposal, Complex dynamics and nonparametric inference (CoDyNP) aims to provide nonparametric tools for understanding data evolution, dependence and relations (dynamics) in non-standard settings (incomplete and aggregated, functional, directional and spatio-temporal data). CoDyNP is structured in four workpackages, whose design enable us to continue exploiting our capacities and know-how in different areas (e.g. functional or directional data analysis) as well as exploring new methodologies and applications contexts (e.g. correlation distance methods, modal regression or network structures).

CoDyNP is organized in four workpackages.

  • The first one considers research lines associated to the complexity of the data nature (and this lines can be obviously combined and interrelated): incomplete (including biased, truncated and/or censored data, as well as missing data; L1.1) and aggregated data; functional and high-dimensional data (L1.2); directional data (with circular, cylindrical and toroidal data as particular/derived cases; L1.3); and spatio-temporal processes (L1.4).
  • The second package, WP2. Nonparametric inference is set up by three research lines devoted to set estimation (L2.1); methods beyond mean regression (L2.2) and correlation distance (L2.3).
  • Within WP3. Software, we aim to update and improve our R packages related to the research lines in WP1 and WP2, namely alphahull and alphahull3d for set estimation; NPCirc for circular data; DOvalidation for incomplete and aggregated data; multimode for multimodality tests, fda.usc for functional data and the more recent (HDiR) for directional high density regions. We also aim to produce at least a package on quantile regression (BwQuant) and another one on ROC comparisons.
  • Regarding WP4. Data application, we will describe some areas of application within ongoing collaborations with other groups (COVID-19, medical imaging, genetics, environmental sciences, ecology, security, linguistics) all of them directly related with areas of intervention in Pillar 2 of Horizon Europe (and subsequently, with the Estrategia Española de Ciencia, Tecnología e Innovación).

This project is a continuation from MTM2016-76969-P (Innpar2D), more details in http://eio.usc.es/pub/innpar2d/.



Ficha no disponible

  1. Meeting sheet
  2. Users access
  3. Links
  4. News