Publications (52) Publications de MARIA JOSE RODRIGUEZ ALVAREZ

2024

  1. A One-Stage Approach for the Spatio-temporal Analysis of High-Throughput Phenotyping Data

    Journal of Agricultural, Biological, and Environmental Statistics

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

  2. Analysis of the impact of social determinants and primary care morbidity on population health outcomes by combining big data: A research protocol

    Frontiers in Medicine, Vol. 9

  3. The Covariate-Adjusted ROC Curve: The Concept and Its Importance, Review of Inferential Methods, and a New Bayesian Estimator

    Statistical Science, Vol. 37, Núm. 4, pp. 541-561

2021

  1. Package wsbackfit for Smooth Backfitting Estimation of Generalized Structured Models

    R Journal, Vol. 13, Núm. 1, pp. 330-350

  2. 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

  3. ROCnReg: An R Package for Receiver Operating Characteristic Curve Inference With and Without Covariates

    R Journal, Vol. 13, Núm. 1, pp. 525-555

  4. 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. Inference for the overlap coefficient based on P-splines and Dirichlet process mixtures

    Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain

  3. Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain ed. lit.

    Servicio Editorial = Argitalpen Zerbitzua

  4. Reconstruction of networks with direct and indirect genetic effects

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

  5. Spatio-temporal and hierarchical modelling of high-throughput phenotypic data

    Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain

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

  2. On the optimism correction of the area under the receiver operating characteristic curve in logistic prediction models

    Sort: Statistics and Operations Research Transactions, Vol. 43, Núm. 1, pp. 145-162

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