Publications (69) Mario Francisco Fernández publications

2024

  1. Nonparametric Conditional Risk Mapping Under Heteroscedasticity

    Journal of Agricultural, Biological, and Environmental Statistics, Vol. 29, Núm. 1, pp. 56-72

  2. Nonparametric estimation for a functional-circular regression model

    Statistical Papers, Vol. 65, Núm. 2, pp. 945-974

2023

  1. Computational Efficiency of Bagging Bootstrap Bandwidth Selection for Density Estimation with Big Data

    Studies in Systems, Decision and Control (Springer Science and Business Media Deutschland GmbH), pp. 307-317

  2. TTS package: Computational tools for the application of the Time Temperature Superposition principle

    Heliyon, Vol. 9, Núm. 5

2022

  1. Goodness-of-fit tests for multiple regression with circular response

    Journal of Statistical Computation and Simulation, Vol. 92, Núm. 9, pp. 1941-1963

2021

  1. A computational validation for nonparametric assessment of spatial trends

    Computational Statistics, Vol. 36, Núm. 4, pp. 2939-2965

  2. Bagging cross-validated bandwidths with application to big data

    Biometrika, Vol. 108, Núm. 4, pp. 981-988

  3. Nonparametric estimation of circular trend surfaces with application to wave directions

    Stochastic Environmental Research and Risk Assessment, Vol. 35, Núm. 4, pp. 923-939

  4. Nonparametric multiple regression estimation for circular response

    Test, Vol. 30, Núm. 3, pp. 650-672

2020

  1. A goodness-of-fit test for regression models with spatially correlated errors

    Test, Vol. 29, Núm. 3, pp. 728-749

2019

  1. Analysis of interval-grouped data in weed science: The binnednp Rcpp package

    Ecology and Evolution, Vol. 9, Núm. 19, pp. 10903-10915

  2. Automatic detection of defective crankshafts by image analysis and supervised classification

    International Journal of Advanced Manufacturing Technology, Vol. 105, Núm. 9, pp. 3761-3777

  3. Kernel distribution estimation for grouped data

    Sort: Statistics and Operations Research Transactions, Vol. 43, Núm. 2, pp. 259-288

  4. Nonparametric Regression Estimation for Circular Data

    XoveTIC 2019: The 2nd XoveTIC Conference (XoveTIC 2019), A Coruña, Spain, 5–6 September

2018

  1. Nonparametric geostatistical risk mapping

    Stochastic Environmental Research and Risk Assessment, Vol. 32, Núm. 3, pp. 675-684

  2. River flow modelling using nonparametric functional data analysis

    Journal of Flood Risk Management, Vol. 11, pp. S902-S915

2017

  1. A testing method for linear spatial trends

    Actas XIII Congreso Galego de Estatística e Investigación de Operacións: Ferrol, do 26 ao 28 de outubro de 2017

  2. Bandwidth selection in kernel density estimation for interval-grouped data

    Test, Vol. 26, Núm. 3, pp. 527-545

  3. Excel Templates: A Helpful Tool for Teaching Statistics

    American Statistician, Vol. 71, Núm. 4, pp. 317-325

  4. Predicting the physiological limits of sport stress tests with functional data

    FUNCTIONAL STATISTICS AND RELATED FIELDS