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Martin Fernandez, Jose Antonio
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2023
Lasso regression method for a compositional covariate regularised by the norm L1 pairwise logratio
Saperas-Riera, Jordi; Mateu-Figueras, Glòria; Martín-Fernández, Josep Antoni
Article
2023
Insights in Hierarchical Clustering of Variables for Compositional Data
Josep Antoni Martín-Fernández; Valentino Di Donato; Vera Pawlowsky-Glahn; Juan José Egozcue
Article
2023
Individualized Prediction of Blood Glucose Outcomes Using Compositional Data Analysis
Alvis Cabrera; Ernesto Estremera; Aleix Beneyto; Lyvia Biagi; Iván Contreras; Josep Antoni Martín-Fernández; Josep Vehi
Article
2023
Principal balances of compositional data for regression and classification using partial least squares
Nesrstova V.; Wilms I.; Palarea-Albaladejo J.; Filzmoser P.; Martín-Fernández J.A.; Friedecký D.; Hron K.
Article
2023
Validation of a Probabilistic Prediction Model for Patients with Type 1 Diabetes Using Compositional Data Analysis
Alvis Cabrera; Lyvia Biagi; Aleix Beneyto; Ernesto Estremera; Iván Contreras; Marga Giménez; Ignacio Conget; Jorge Bondia; Josep Antoni Martín-Fernández; Josep Vehí
Article
2023
Fundamentals of Convex Optimization for Compositional Data
Saperas-Riera, J.; Martín-Fernández, J.A.; Mateu-Figueras, G.
Article
2023
Assessment of resource potential from mine tailings using geostatistical modeling for compositions: A methodology and application to Katherine Mine site, Arizona, USA
Özgen Karacan C; Erten O; Martín-Fernández JA
Article
2022
lrSVD: An efficient imputation algorithm for incomplete high-throughput compositional data
Palarea-Albaladejo, J.; Martín-Fernández, J.A.; Ruiz-Gazen, A.; Thomas-Agnan, C.
Article
2022
Intervention effect on children's movement behaviour accumulation as a result of the Transform-Us! school- and home-based cluster randomised controlled trial
Verswijveren S; Ridgers ND; Martín-Fernández JA; Chastin S; Cerin E; Chinapaw MJW; Arundell L; Brown H; Dunstan DW; Hume C; Della Gatta J; Salmon J
Article
2022
Measurement, selection, and visualization of association rules: A compositional data perspective
Marina Vives-Mestres; Ron S. Kenett; Santiago Thió-Henestrosa; Josep Antoni Martín-Fernández
Article
2022
Using compositional data analysis to explore associations between accumulation of sedentary behaviour and physical activity and biomarkers of cardiometabolic health in children and adolescents: A cross-sectional study
Verswijveren S; Lamb KE; Martín-Fernández JA; Winkler E; Leech RM; Timperio A; Salmon J; Daly RM; Cerin E; Dunstan DW; Telford RM; Telford RD; Olive LS; Ridgers ND
Article
2022
High-frequency modification in the Central Mediterranean bottom environment since the last glacial based on benthic foraminifera
Di Donato V; Sgarrella F; Sprovieri R; Di Stefano E; Martín-Fernández JA; Incarbona A
Article
2022
Predicting Rare Earth Element Potential in Produced and Geothermal Waters of the United States via Emergent Self-Organizing Maps
Engle MA; Nye CW; Neupane G; Quillinan SA; McLaughlin JF; McLing T; Martín-Fernández JA
Article
2021
Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach
Biagi, L; Bertachi, A; Gimenez, M; Conget, I; Bondia, J; Martin-Fernandez, JA; Vehi, J
Article
2021
Insights on the characteristics and sources of gas from an underground coal mine using compositional data analysis
Ozgen Karacan C; Martín-Fernández JA; Ruppert LF; Olea RA
Article
2021
Analysing body composition as compositional data: An exploration of the relationship between body composition, body mass and bone strength
Dumuid, D.; Martín-Fernández, J.A.; Ellul, S.; Kenett, R.S.; Wakec, M.; Simmc, P.; Baurh, L.; Olds, T.S.
Article
2021
A new CoDa-book 'Compositional data analysis in practice' by Michael Greenacre
Martín-Fernández, J.A.
Article
2021
Units recovery methods in compositional data analysis
Martín-Fernández, J.A.; Egozcue, J.J.; Olea, R.A.; Pawlowsky-Glahn, V.
Article
2020
Modelling count data using the logratio-normal-multinomial distribution
Comas-Cufí, M.; Martín-Fernández, J.A.; Mateu-Figueras, G.; Palarea-Albaladejo, J.
Article
2020
Compositional data analysis in time-use epidemiology: what, why, how
Dumuid, D.; Pediić, Z.; Palarea-Albaladejo, J.; Martín-Fernández, J.A.; Hron, K.; Olds, T.S.
Article
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