Publications in collaboration with researchers from Basque Center for Applied Mathematics (15)

2023

  1. Derivative curve estimation in longitudinal studies using P-splines

    Statistical Modelling, Vol. 23, Núm. 5-6, pp. 424-440

  2. Development and validation of predictive models for unplanned hospitalization in the Basque Country: analyzing the variability of non-deterministic algorithms

    BMC Medical Informatics and Decision Making, Vol. 23, Núm. 1

  3. Multidimensional adaptive P-splines with application to neurons' activity studies

    Biometrics, Vol. 79, Núm. 3, pp. 1972-1985

2022

  1. A two-stage approach for the spatio-temporal analysis of high-throughput phenotyping data

    Scientific reports, Vol. 12, Núm. 1, pp. 3177

2021

  1. Phenomics data processing: A plot-level model for repeated measurements to extract the timing of key stages and quantities at defined time points

    Field Crops Research, Vol. 274

  2. Statistical evaluation of medical tests

    Annual Review of Statistics and Its Application, Vol. 8, pp. 41-67

2020

  1. Bayesian hierarchical modelling of growth curve derivatives via sequences of quotient differences

    Journal of the Royal Statistical Society. Series C: Applied Statistics, Vol. 69, Núm. 2, pp. 459-481

  2. Reconstruction of networks with direct and indirect genetic effects

    Genetics, Vol. 214, Núm. 4, pp. 781-807

2019

  1. On the estimation of variance parameters in non-standard generalised linear mixed models: application to penalised smoothing

    Statistics and Computing, Vol. 29, Núm. 3, pp. 483-500

2018

  1. Bootstrap-based procedures for inference in nonparametric receiver-operating characteristic curve regression analysis

    Statistical Methods in Medical Research, Vol. 27, Núm. 3, pp. 740-764

  2. Correcting for spatial heterogeneity in plant breeding experiments with P-splines

    Spatial Statistics, Vol. 23, pp. 52-71

  3. Penalised spline estimation for the time-dependent ROC curve in the presence of external information

    Livro de Atas III Encontro Luso-Galaico de Biometria DMat, Univ. Aveiro 28 - 30 junho 2018 (Sociedade Portuguesa de Estatística), pp. 16-19

2017

  1. A new approach to categorising continuous variables in prediction models: Proposal and validation

    Statistical Methods in Medical Research, Vol. 26, Núm. 6, pp. 2586-2602

  2. Modelling spatial trends in sorghum breeding field trials using a two-dimensional P-spline mixed model

    Theoretical and Applied Genetics, Vol. 130, Núm. 7, pp. 1375-1392

2015

  1. Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm

    Statistics and Computing, Vol. 25, Núm. 5, pp. 941-957