Inmaculada
Arostegui Madariaga
Basque Center for Applied Mathematics
Bilbao, EspañaPublications in collaboration with researchers from Basque Center for Applied Mathematics (22)
2024
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Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomes
Statistical Modelling, Vol. 24, Núm. 5, pp. 441-458
2023
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Automated location of orofacial landmarks to characterize airway morphology in anaesthesia via deep convolutional neural networks
Computer Methods and Programs in Biomedicine, Vol. 232
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Estimation of the ROC curve and the area under it with complex survey data
Stat, Vol. 12, Núm. 1
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Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques
PLoS ONE, Vol. 18, Núm. 4 April
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Impact of outdoor air pollution on severity and mortality in COVID-19 pneumonia
Science of the Total Environment, Vol. 894
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Variable selection with LASSO regression for complex survey data
Stat, Vol. 12, Núm. 1
2021
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Facilitators and barriers to participation in population-based colorectal cancer screening programme from the perspective of healthcare professionals: Qualitative research study
European Journal of Cancer Care, Vol. 30, Núm. 6
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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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To be or not to be a target: That is the question to manage mixed fisheries
ICES Journal of Marine Science, Vol. 78, Núm. 7, pp. 2562-2578
2020
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Predictive factors over time of health-related quality of life in COPD patients
Respiratory research, Vol. 21, Núm. 1, pp. 138
2019
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A beta-binomial mixed-effects model approach for analysing longitudinal discrete and bounded outcomes
Biometrical Journal, Vol. 61, Núm. 3, pp. 600-615
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A computer application to predict adverse events in the short-term evolution of patients with exacerbation of chronic obstructive pulmonary disease
JMIR Medical Informatics, Vol. 7, Núm. 2
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Anxiety and depressive symptoms are related to core symptoms, general health outcome, and medical comorbidities in eating disorders
European Eating Disorders Review, Vol. 27, Núm. 6, pp. 603-613
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Robust combination of the Morris and Sobol methods in complex multidimensional models
Environmental Modelling and Software, Vol. 122
2018
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Combining statistical techniques to predict postsurgical risk of 1-year mortality for patients with colon cancer
Clinical Epidemiology, Vol. 10, pp. 235-251
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Comparison of beta-binomial regression model approaches to analyze health-related quality of life data
Statistical Methods in Medical Research, Vol. 27, Núm. 10, pp. 2989-3009
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Predictors of one and two years’ mortality in patients with colon cancer: A prospective cohort study
PLoS ONE, Vol. 13, Núm. 6
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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Non exponential family mixed-model approach for analyzing patient reported outcomes over time
CEB 2017: XVI Spanish Biometric Conference
2016
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Chronic obstructive pulmonary disease subtypes. transitions over time
PLoS ONE, Vol. 11, Núm. 9