Estatística e investigación operativa
Departamento
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Basque Center for Applied Mathematics
Bilbao, EspañaPublicacións en colaboración con investigadores/as de Basque Center for Applied Mathematics (17)
2024
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A One-Stage Approach for the Spatio-temporal Analysis of High-Throughput Phenotyping Data
Journal of Agricultural, Biological, and Environmental Statistics
2023
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Derivative curve estimation in longitudinal studies using P-splines
Statistical Modelling, Vol. 23, Núm. 5-6, pp. 424-440
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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
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Multidimensional adaptive P-splines with application to neurons' activity studies
Biometrics, Vol. 79, Núm. 3, pp. 1972-1985
2022
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A two-stage approach for the spatio-temporal analysis of high-throughput phenotyping data
Scientific reports, Vol. 12, Núm. 1, pp. 3177
2021
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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
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Selecting the number of categories of the lymph node ratio in cancer research: A bootstrap-based hypothesis test
Statistical Methods in Medical Research, Vol. 30, Núm. 3, pp. 926-940
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Statistical evaluation of medical tests
Annual Review of Statistics and Its Application, Vol. 8, pp. 41-67
2020
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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
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Reconstruction of networks with direct and indirect genetic effects
Genetics, Vol. 214, Núm. 4, pp. 781-807
2019
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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
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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
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Correcting for spatial heterogeneity in plant breeding experiments with P-splines
Spatial Statistics, Vol. 23, pp. 52-71
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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
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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
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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
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Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm
Statistics and Computing, Vol. 25, Núm. 5, pp. 941-957