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Classification of longitudinal profiles using semi-parametric nonlinear mixed models with P-Splines and the SAEM algorithm

Statistics in medicine, 2023-11, Vol.42 (27), p.4952-4971

2023

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Modeling latent spatio-temporal disease incidence using penalized composite link models

PloS one, 2022-03, Vol.17 (3), p.e0263711-e0263711

2022

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Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques

PloS one, 2023-04, Vol.18 (4), p.e0284150-e0284150

2023

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A beta‐binomial mixed‐effects model approach for analysing longitudinal discrete and bounded outcomes

Biometrical journal, 2019-05, Vol.61 (3), p.600-615

2019

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Comparison of beta-binomial regression model approaches to analyze health-related quality of life data

Statistical methods in medical research, 2018-10, Vol.27 (10), p.2989-3009

2018

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Multidimensional Adaptive P-Splines with Application to Neurons' Activity Studies

Biometrics, 2023-09, Vol.79 (3), p.1972-1985

2023

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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, 2020-04, Vol.69 (2), p.459-481

2020

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The burden of injuries according to maturity status and timing: A two-decade study with 110 growth curves in an elite football academy

European journal of sport science, 2023-02, Vol.23 (2), p.267-277

2023

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Out-of-Sample Prediction in Multidimensional P-Spline Models

Mathematics (Basel), 2021-08, Vol.9 (15), p.1761

2021

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Predicting pregnancy outcomes using longitudinal information: a penalized splines mixed‐effects model approach

Statistics in medicine, 2017-06, Vol.36 (13), p.2120-2134

2017

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

Statistics and computing, 2019-05, Vol.29 (3), p.483-500

2019

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Prediction of sports injuries in football: a recurrent time-to-event approach using regularized Cox models

Advances in statistical analysis : AStA : a journal of the German Statistical Society, 2023-03, Vol.107 (1-2), p.101-126

2023

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

Statistics and computing, 2015-09, Vol.25 (5), p.941-957

2015

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Effect of trampling and digging from shellfishing on Zostera noltei (Zosteraceae) intertidal seagrass beds

Scientia marina, 2017-03, Vol.81 (1), p.121-128

2017

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Analysis of local density during football stadium access: Integrating pedestrian flow simulations and empirical data

Physica A, 2024-03, Vol.638, Article 129635

2024

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Transmission electron microscopy studies of structural degradation behavior of LiNi0.6Co0.2Mn0.2O2 cathode materials

Journal of materials science, 2017-07, Vol.52 (14), p.8377-8390

2017

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Smooth additive mixed models for predicting aboveground biomass

Journal of agricultural, biological, and environmental statistics, 2017-03, Vol.22 (1), p.23-41

2017

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Reliable prediction of difficult airway for tracheal intubation from patient preoperative photographs by machine learning methods

Computer methods and programs in biomedicine, 2024-05, Vol.248, p.108118-108118, Article 108118

2024

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High PD-1/PD-L1 Checkpoint Interaction Infers Tumor Selection and Therapeutic Sensitivity to Anti-PD-1/PD-L1 Treatment

Cancer research (Chicago, Ill.), 2020-10, Vol.80 (19), p.4244-4257

2020

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Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomes

Statistical modelling, 2023-04, p.1471082

2023

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Cost-sensitive ordinal classification methods to predict SARS-CoV-2 pneumonia severity

IEEE journal of biomedical and health informatics, 2024-02, Vol.PP

2024

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Peak Height Velocity Affects Injury Burden in Circa-PHV Soccer Players

International journal of sports medicine, 2023-04, Vol.44 (4), p.292-297

2023

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A general framework for prediction in penalized regression

Statistical modelling, 2021-08, Vol.21 (4), p.293-312

2021

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P-spline ANOVA-type interaction models for spatio-temporal smoothing

Statistical modelling, 2011-02, Vol.11 (1), p.49-69

2011

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Derivative curve estimation in longitudinal studies using P-splines

Statistical modelling, 2023-10, Vol.23 (5-6), p.424-440

2023

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Classification of longitudinal profiles using semi-parametric nonlinear mixed models with P-Splines and the SAEM algorithm

Modeling latent spatio-temporal disease incidence using penalized composite link models

Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques

A beta‐binomial mixed‐effects model approach for analysing longitudinal discrete and bounded outcomes

Comparison of beta-binomial regression model approaches to analyze health-related quality of life data

Multidimensional Adaptive P-Splines with Application to Neurons' Activity Studies

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

The burden of injuries according to maturity status and timing: A two-decade study with 110 growth curves in an elite football academy

Out-of-Sample Prediction in Multidimensional P-Spline Models

Predicting pregnancy outcomes using longitudinal information: a penalized splines mixed‐effects model approach

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

Prediction of sports injuries in football: a recurrent time-to-event approach using regularized Cox models

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

Effect of trampling and digging from shellfishing on Zostera noltei (Zosteraceae) intertidal seagrass beds

Analysis of local density during football stadium access: Integrating pedestrian flow simulations and empirical data

Transmission electron microscopy studies of structural degradation behavior of LiNi0.6Co0.2Mn0.2O2 cathode materials

Smooth additive mixed models for predicting aboveground biomass

Reliable prediction of difficult airway for tracheal intubation from patient preoperative photographs by machine learning methods

High PD-1/PD-L1 Checkpoint Interaction Infers Tumor Selection and Therapeutic Sensitivity to Anti-PD-1/PD-L1 Treatment

Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomes

Cost-sensitive ordinal classification methods to predict SARS-CoV-2 pneumonia severity

Peak Height Velocity Affects Injury Burden in Circa-PHV Soccer Players

A general framework for prediction in penalized regression

P-spline ANOVA-type interaction models for spatio-temporal smoothing

Derivative curve estimation in longitudinal studies using P-splines

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