| Data | Títol | Autor(s) | Tipus | | 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 | Compositional Data Analysis in Time-Use Epidemiology | Dumuid D; Pediić Z; Palarea-Albaladejo J; Martín-Fernández JA; Hron K; Olds T | Capítol o part de llibre |
| 2021 | Logcontrast and Orthonormal Logratio Coordinates for Compositional Data with a Total | Martín-Fernández J.A.; Barceló-Vidal C. | Capítol o part de llibre |
| 2021 | Factor Analysis of Compositional Data with a Total | Barceló-Vidal C; Martín-Fernández J.A. | Capítol o part de llibre |
| 2021 | Multivariate classification of the crude oil petroleum systems in southeast Texas, USA, using conventional and compositional data analysis of biomarkers | Olea RA; Martín-Fernández JA; Craddock WH | Capítol o part de llibre |
| 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 |