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Información profesores completa
Nombre   | Francisco Fernández, Mario |
Área conocimiento   | Estadística e investigación operativa |
Categoría   | Catedrático de Universidad |
Dedicación   | Total |
Correo   | mariofr@udc.es |
Web personal   | http://dm.udc.es/staff/mario_francisco |
Grupo investigación   | MODES |
Localizacion
Centro | Campus | Teléfono | Extensión |
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Docencia
Titulación(es) | Asignatura(s) |
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Máster en Técnicas Estadísticas | Modelos de probabilidad |
Grado en Ingeniería Informática | Estadística |
Máster Universitario en Materiales Complejos: Análisis Térmico y Reología | Análisis Estadístico de Datos |
Artículos publicados
- Fernández-Casal, R., Castillo-Páez, S., Francisco-Fernández, M.
Nonparametric Conditional Risk Mapping Under Heteroscedasticity.
Journal of Agricultural, Biological, and Environmental Statistics, 29 (2024) , 56-72.
- Meilán-Vila, A., Crujeiras, R. M., Francisco-Fernández, M..
Nonparametric estimation for a functional-circular regression model.
Statistical Papers, 65 (2024) , 945–974.
- Antonio Meneses, Salvador Naya, Mario Francisco Fernández, Jorge López Beceiro, Carlos Gracia Fernández, Javier Tarrío Saavedra.
TTS package: Computational tools for the application of the Time Temperature Superposition principle.
Heliyon, 9 (2023) , 5 , e15816.
- Meilán-Vila, A., Francisco-Fernández, M., Crujeiras, R.M.
Goodness-of-fit tests for parametric regression models with circular response.
Journal of Statistical Computation and Simulation, 92 (2022) , 9 , 1941-1963.
- Meilán-Vila, A., Francisco-Fernández, M., Crujeiras, R. M., Panzera, A.
Nonparametric multiple regression estimation for circular response.
Test, 30 (2021) , 650-672.
- Meilán-Vila, A., Fernández-Casal, R., Crujeiras, R.M., Francisco-Fernández, M.
A computational validation for nonparametric assessment of spatial trends.
Computational Statistics, 36 (2021) , 2939–2965.
- Meilán-Vila, A., Crujeiras, R.M., Francisco-Fernández, M..
Nonparametric estimation of circular trend surfaces with application to wave directions.
Stochastic Environmental Research and Risk Assessment, 35 (2021) , 923–939.
- Daniel Barreiro-Ures, Ricardo Cao, Mario Francisco-Fernández y Jeffrey D. Hart.
Bagging cross-validated bandwidths with application to Big Data.
Biometrika, 108 (2021) , 4 , 981-988.
- Andrea Meilán-Vila, Jean D. Opsomer, Mario Francisco-Fernández, Rosa M. Crujeiras.
A goodness-of-fit test for regression models with spatially correlated errors.
Test, 29 (2020) , 728–749.
- Miguel Reyes, Mario Francisco-Fernández, Ricardo Cao, Daniel Barreiro-Ures.
Kernel distribution estimation for grouped data.
SORT-Statistics and Operations Research Transactions, 43 (2019) , 2 , 259-288.
- Daniel Barreiro-Ures, Mario Francisco-Fernández, Ricardo Cao, Basilio B. Fraguela, Ramón Doallo, Miguel Reyes.
Analysis of interval-grouped data in weed science: The 2 binnednp Rcpp package.
Ecology and Evolution, 9 (2019) , 10903-10915.
- Beatriz Remeseiro, Javier Tarrío Saavedra, Mario Francisco-Fernández , Manuel G. Penedo, Salvador Naya, Ricardo Cao.
Automatic detection of defective crankshafts by image analysis and supervised classification.
The International Journal of Advanced Manufacturing Technology, 105 (2019) , 9 , 3761-3777.
- A. Quintela-del-Río, M. Francisco-Fernández.
River flow modelling using nonparametric functional data analysis.
Journal of Flood Risk Management, 11 (2018) , S2 , S902-S915.
- Fernández-Casal, R., Castillo-Páez, S., Francisco-Fernández, M.
Nonparametric geostatistical risk mapping.
Stochastic Environmental Research and Risk Assessment, 32 (2018) , 675-684.
- G. D. Berentsen, R. Cao, M. Francisco-Fernández, D. Tjøstheim.
Some properties of local Gaussian correlation and other nonlinear dependence measures.
Journal of Time Series Analysis, 38 (2017) , 2 , 352-380.
- M. Francisco-Fernández, J. Tarrío-Saavedra, S. Naya, J. López-Beceiro, R. Artiaga.
Statistical classification of early and late wood through the growth rings using thermogravimetric analysis.
Journal of Thermal Analysis and Calorimetry, 127 (2017) , 1 , 499-506.
- Miguel Reyes, Mario Francisco-Fernández, Ricardo Cao.
Bandwidth selection in kernel density estimation for interval-grouped data.
Test, 26 (2017) , 3 , 527-545.
- Quintela-del-Río, A. and Francisco-Fernández, M.
Excel Templates: A Helpful Tool for Teaching Statistics.
The American Statistician, 71 (2017) , 4 , 317-325.
- J.L. Gonzalez-Andujar, M. Francisco-Fernandez, R. Cao, M. Reyes, J.M. Urbano, F. Forcella, F. Bastida.
A comparative study between non-linear regression and non-parametric approaches for modelling Phalaris paradoxa seedling emergence.
Weed Research, 56 (2016) , 367-376.
- M. Francisco-Fernández, A. Quintela-del-Río.
Comparing simultaneous and pointwise confidence intervals for hydrological processes.
PLoS ONE, 11 (2016) , 2 , 1-28.
- M. Reyes, M. Francisco-Fernández, R. Cao.
Nonparametric kernel density estimation for general grouped data.
Journal of Nonparametric Statistics, 28 (2016) , 2 , 235-249.
- Mario Francisco-Fernández, Javier Tarrío-Saavedra, Salvador Naya, Jorge López-Beceiro, Ramón Artiaga.
Classification of wood using diferential thermogravimetric analysis.
Journal of Thermal Analysis and Calorimetry, 120 (2015) , 1 , 541-551.
- R. Fernández-Casal, M. Francisco-Fernández.
Nonparametric bias-corrected variogram estimation under non-constant trend.
Stochastic Environmental Research and Risk Assessment, 28 (2014) , 5 , 1247-1259.
- Naya, S., Tarrío-Saavedra. J., López-Beceiro, J., Francisco Fernández, M., Flores, M. y Artiaga, R.
Statistical functional approach for interlaboratory studies with thermal data.
Journal of Thermal Analysis and Calorimetry, 118 (2014) , 2 , 1229-1243.
- J. Tarrío-Saavedra, J. López-Beceiro, S. Naya, M. Francisco-Fernández, R. Artiaga.
Simulation Study for Generalized Logistic Function in Thermal Data Modelling.
Journal of Thermal Analysis and Calorimetry, 118 (2014) , 2 , 1253 - 1268.
- J. Tarrío-Saavedra, M. Francisco-Fernández, S. Naya, J. López-Beceiro, C. Gracia-Fernández, R. Artiaga.
Wood identification using Pressure DSC data.
Journal of Chemometrics, 27 (2013) , 475-487.
- R. Cao, M. Francisco-Fernandez, A. Anand, F. Bastida, J. L. Gonzalez-Andujar.
Modeling Bromus diandrus seedling emergence using nonparametric estimation.
Journal of Agricultural, Biological, and Environmental Statistics, 0 (2013) , 18 , 64-68.
- M. Francisco-Fernández, A. Quintela-del-Río.
Nonparametric analysis of high wind speed data.
Climate Dynamics, 40 (2013) , 1 , 429-441.
- S. Naya, R.Cao, M. Francisco-Fernández, J. Tarrío-Saavedra, H. Brage and C. Cancelo.
Estimating Water and Solid Impurities in Jet Fuel from ISO Codes.
Energy & Fuels, 27 (2013) , 12 , 7858–7867.
- J.D. Opsomer, M. Francisco-Fernández, X. Li.
Model-based nonparametric variance estimation for systematic sampling.
Scandinavian Journal of Statistics. Theory and Applications, 0 (2012) , 39 , 528-542.
- M. Francisco-Fernández, J. Tarrío-Saavedra,A. Mallik, S. Naya.
A comprehensive classification of wood from thermogravimetric curves.
Chemometrics and Intelligent Laboratory Systems, 118 (2012) , 159-172.
- M. Francisco-Fernández, A. Quintela-del-Río, R. Fernández-Casal.
Nonparametric methods for spatial regression. An application to seismic events.
Environmetrics, 23 (2012) , 85-93.
- Mallik, A., Tarrío-Saavedra J., Francisco-Fernández M. and Naya S..
Classification of wood micrographs by image segmentation.
Chemometrics and Intelligent Laboratory Systems, 107 (2011) , 351-362.
- M. Francisco-Fernández, A. Quintela-del-Río.
Nonparametric seismic hazard estimation: a spatio-temporal application to the northwest of the Iberian Peninsula.
Tectonophysics, 505 (2011) , 35-43.
- A. Quintela del Río, M. Francisco Fernández.
Analysis of high level ozone concentrations using nonparametric methods.
Science of the Total Environment, 409 (2011) , 1123-1133.
- J. Tarrío-Saavedra, S. Naya, M. Francisco-Fernández, J. López-Beceiro, R. Artiaga.
Functional nonparametric classification of wood species from thermal data .
Journal of Thermal Analysis and Calorimetry, 104 (2011) , 87-100.
- J. Tarrío-Saavedra, S. Naya, M. Francisco-Fernández, R. Artiaga y J. López-Beceiro.
Application of functional ANOVA to the study of thermal stability of micro-nano silica epoxy composites.
Chemometrics and Intelligent Laboratory Systems, 105 (2011) , 114-124.
- R. Cao, M. Francisco-Fernández, A. Anand, F. Bastida y J. L. González-Andújar.
Computing statistical indices for hydrothermal times using weed emergence data.
Journal of Agricultural Science, 0 (2011) , 149 , 701-712.
- M. Francisco-Fernández, A. Quintela-del Río, R. Fernández-Casal.
A nonparametric analysis of the spatial distribution of the earthquakes magnitude.
Bulletin of the Seismological Society of America, 101 (2011) , 4 , 1660-1673.
- A. Quintela-del-Río. M. Francisco-Fernández.
Nonparametric functional data estimation applied to ozone data: prediction and extreme valyue analysis.
Chemosphere, 82 (2011) , 800-808.
- R. Cao, M. Francisco-Fernández, E. J. Quinto.
A random effect multiplicative heteroscedastic model for bacterial growth.
BMC Bioinformatics, 11 (2010) , 77.
- J. D. Opsomer, M. Francisco-Fernández.
Finding Local Departures from a Parametric Model Using Nonparametric Regression.
Statistical Papers, 51 (2010) , 69-84.
- S. Naya, M. Francisco-Fernández, J. Tarrío-Saavedra, J. López-Beceiro.
New Statistical Functional nonparametric methods for study of nanomaterials.
World Journal of Engineering, 7 (2010) , 3 , 853-854.
- M. Francisco-Fernández, J. M. Vilar-Fernández.
Two tests for heteroscedasticity in nonparametric regression.
Computational Statistics, 24 (2009) , 145-163.
- F. López-Granados, J. M. Peña-Barragán, M. Jurado-Expósito, M. Francisco-Fernández, R. Cao, A. Alonso-Betanzos, O. Fontenla-Romero.
Multispectral classification of grass weeds and wheat (Triticum durum) crop using linear and nonparametric functional discriminant analysis, and neural networks.
Weed Research, 48 (2008) , 28-37.
- J.M. Vilar-Fernández, M. Francisco-Fernández.
Nonparametric estimation of the conditional variance function with correlated errors.
Journal of Nonparametric Statistics, 18 (2006) , 4-6 , 375-391.
- M. Francisco-Fernández, M. Jurado-Expósito, J. D. Opsomer, F. López-Granados.
A nonparametric analysis of the distribution of "Convolvulus arvensis" in wheat-sunflower rotations.
Environmetrics, 17 (2006) , 849-860.
- M. Francisco-Fernández, J. Opsomer.
Smoothing parameter selection methods for nonparametric regression with spatially correlated errors.
Canadian Journal of Statistics / Revue canadienne de statistique, 33 (2005) , 279-295.
- M. Francisco-Fernández, J. M. Vilar.
Bandwidth selection for the local polynomial estimator under dependence: a simulation study.
Computational Statistics, 20 (2005) , 4 , 539-558.
- J. M. Matías, W. González-Manteiga, M. Francisco-Fernández, C. Ordóñez.
Variography for model selection in local polynomial regression with spatial data.
Journal of Mathematical Modelling and Algorithms, 4 (2005) , 3 , 237-252.
- M. Francisco-Fernández, J. M. Vilar.
Weighted local nonparametric regression with dependent errors: study of real private residential fixed investment in the USA.
Statistical Inference for Stochastic Processes, 7 (2004) , 1 , 69-93.
- M. Francisco-Fernández, J. Opsomer, J. M. Vilar.
A plug-in bandwidth selector for local polynomial regression estimator with correlated errors.
Journal of Nonparametric Statistics, 16 (2004) , 1-2 , 127-151.
- M. Francisco-Fernández, J. M. Vilar, J. A. Vilar.
On the uniform strong consistency of local polynomial regression under dependence conditions.
Communications in Statistics / Theory and Methods, 32 (2003) , 12 , 2441-2463.
- J. M. Vilar, M. Francisco-Fernández.
Local polynomial regression smoothers with AR-error structure.
Test, 11 (2002) , 2 , 439-464.
- M. Francisco-Fernández, J. M. Vilar.
Local polynomial regression estimation with correlated errors.
Communications in Statistics / Theory and Methods, 30 (2001) , 7 , 1271-1293.