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9 p, 484.1 KB |
Classification of suicidal thoughts and behaviour in children : results from penalised logistic regression analyses in the Adolescent Brain Cognitive Development study
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Van Velzen, L.S. (University of Melbourne) ;
Toenders, Y.J. (Orygen) ;
Avila-Parcet, Aina (Institut d'Investigació Biomèdica Sant Pau) ;
Dinga, R. (Radboud University) ;
Rabinowitz, J.A. (Johns Hopkins University) ;
Campos, A.I. (The University of Queensland) ;
Jahanshad, N. (University of Southern California) ;
Rentería, M.E. (The University of Queensland) ;
Schmaal, L. (Orygen) ;
Universitat Autònoma de Barcelona
Despite efforts to predict suicide risk in children, the ability to reliably identify who will engage in suicide thoughts or behaviours has remained unsuccessful. Aims We apply a novel machine-learning approach and examine whether children with suicide thoughts or behaviours could be differentiated from children without suicide thoughts or behaviours based on a combination of traditional (sociodemographic, physical health, social-environmental, clinical psychiatric) risk factors, but also more novel risk factors (cognitive, neuroimaging and genetic characteristics). [...]
2022 -  10.1192/bjp.2022.7
The British journal of psychiatry, Vol. 220 Núm. 4 (february 2022) , p. 210-218
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ForestClim-Bioclimatic variables for microclimate temperatures of European forests
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Haesen, Stef (Leuven Plant Institute) ;
Lembrechts, Jonas J. (University of Antwerp) ;
De Frenne, Pieter (Ghent University) ;
Lenoir, Jonathan (Université de Picardie Jules Verne) ;
Aalto, Juha (University of Helsinki) ;
Ashcroft, Michael B. (University of Wollongong) ;
Kopecký, Martin (Czech University of Life Sciences Prague) ;
Luoto, Miska (University of Helsinki) ;
Maclean, Ilya (University of Exeter) ;
Nijs, Ivan (Czech University of Life Sciences Prague) ;
Niittynen, Pekka (University of Helsinki) ;
van den Hoogen, Johan (ETH Zurich) ;
Arriga, Nicola (European Commission, Joint Research Centre (JRC)) ;
Brůna, Josef (Czech Academy of Sciences) ;
Buchmann, Nina (ETH Zurich) ;
Čiliak, Marek (Technical University in Zvolen) ;
Collalti, Alessio (National Research Council of Italy) ;
De Lombaerde, Emiel (Ghent University) ;
Descombes, Patrice (University of Lausanne) ;
Gharun, Mana (University of Münster) ;
Goded, Ignacio (European Commission, Joint Research Centre (JRC)) ;
Govaert, Sanne (Ghent University) ;
Greiser, Caroline (Stockholm University) ;
Grelle, Achim (Linnaeus University) ;
Gruening, Carsten (European Commission, Joint Research Centre (JRC)) ;
Hederová, Lucia (Czech Academy of Sciences) ;
Hylander, Kristoffer (Stockholm University) ;
Kreyling, Juergen (University of Greifswald) ;
Kruijt, Bart (Wageningen University and Research) ;
Macek, Martin (Czech Academy of Sciences) ;
Macek, Martin (Technical University in Zvolen) ;
Man, Matěj (Czech Academy of Sciences) ;
Manca, Giovanni (European Commission, Joint Research Centre (JRC)) ;
Matula, Radim (Czech University of Life Sciences Prague) ;
Meeussen, Camille (Ghent University) ;
Merinero, Sonia (Stockholm University) ;
Minerbi, Stefano (Forest Services, Autonomous Province of Bolzano) ;
Montagnani, Leonardo (Free University of Bolzano) ;
Muffler, Lena (Georg-August University of Goettingen) ;
Ogaya Inurrigarro, Romà (Centre de Recerca Ecològica i d'Aplicacions Forestals) ;
Peñuelas, Josep (Centre de Recerca Ecològica i d'Aplicacions Forestals) ;
Plichta, Roman (Mendel University in Brno) ;
Portillo-Estrada, Miguel (University of Antwerp) ;
Schmeddes, Jonas (University of Greifswald) ;
Shekhar, Ankit (ETH Zurich) ;
Spicher, Fabien (Université de Picardie Jules Verne) ;
Ujházyová, Mariana (Technical University in Zvolen) ;
Vangansbeke, Pieter (Ghent University) ;
Weigel, Robert (Georg-August University of Goettingen) ;
Wild, Jan (Czech Academy of Sciences) ;
Zellweger, Florian (Swiss Federal Institute for Forest. Snow and Landscape Research) ;
Van Meerbeek, Koenraad (KU Leuven Plant Institute)
Microclimate research gained renewed interest over the last decade and its importance for many ecological processes is increasingly being recognized. Consequently, the call for high-resolution microclimatic temperature grids across broad spatial extents is becoming more pressing to improve ecological models. [...]
2023 - 10.1111/gcb.16678
Global change biology, Vol. 29, Issue 11 (June 2023) , p. 2886-2892
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22 p, 582.0 KB |
40 years after Aitchison's article "The statistical analysis of compositional data" : Where we are and where we are heading
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Coenders, Germà (Universitat de Girona. Departament d'Economia) ;
Egozcue, Juan José (Universidad Politecnica de Catalunya. Departament d'Enginyeria Civil i Ambiental) ;
Fačevicová, Kamila (Palacky University Olomouc. Department of Mathematical Analysis and Applications of Mathematics) ;
Navarro-López, Carolina (Universitat de les Illes Balears. Departament d'Economia Aplicada) ;
Palarea-Albaladejo, Javier (Universitat de Girona. Departament d'Informàtica, Matemàtica Aplicada y Estadística) ;
Pawlowsky-Glahn, Vera (Universitat de Girona. Departament d'Informàtica, Matemàtica Aplicada y Estadística) ;
Tolosana-Delgado, Raimon (Helmholtz-Institute Freiberg for Resource Technology (Freiberg, Alemanya))
The year 2022 marked 40 years since Aitchison published the article "The statistical analysis of compositional data". It is considered to be the foundation of contemporary compositional data analysis. [...]
2023 - 10.57645/20.8080.02.6
SORT : statistics and operations research transactions, Vol. 47 Núm. 2 (2023) , p. 207-228
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26 p, 501.8 KB |
Simple enough, but not simpler : reconsidering additive logratio coordinates in compositional analysis
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Nesrstová, Viktorie (Palacký University Olomouc (República Txeca). Department of Mathematical Analysis and Applications of Mathematics) ;
Jašková, Paulína (Palacký University Olomouc (República Txeca). Department of Mathematical Analysis and Applications of Mathematics) ;
Pavlů, Ivana (Palacký University Olomouc (República Txeca). Department of Mathematical Analysis and Applications of Mathematics) ;
Hron, Karel (Palacký University Olomouc (República Txeca). Department of Mathematical Analysis and Applications of Mathematics) ;
Palarea-Albaladejo, Javier (Universitat de Girona. Departament d'Informàtica, Matemàtica Aplicada i Estadística) ;
Gába, Aleš (Palacký University Olomouc (República Txeca). Department of Natural Sciences in Kinanthropology) ;
Pelclová, Jana (Palacký University Olomouc (República Txeca). Institute of Active Lifestyle) ;
Fačevicová, Kamila (Palacký University Olomouc (República Txeca). Department of Mathematical Analysis and Applications of Mathematics)
Compositional data, multivariate observations carrying relative information, are popularly expressed in additive logratio coordinates which are easily interpretable as they use one of the components as ratioing part to produce pairwise logratios. [...]
2023 - 10.57645/20.8080.02.9
SORT : statistics and operations research transactions, Vol. 47 Núm. 2 (2023) , p. 269-294
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7 p, 691.0 KB |
Decline in fertility induced by economic recession in Spain Disminución de la fertilidad inducida por la crisis económica en España
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Puig-Barrachina, Vanessa (Agència de Salut Pública de Barcelona) ;
Rodríguez-Sanz, Maica (Universitat Pompeu Fabra) ;
Domínguez-Berjón, María Felicitas (Departament de Salut. Comunitat Autònoma de Madrid) ;
Martín, Unai (Universidad del País Vasco) ;
Luque, Miguel Ángel (London School of Hygiene and Tropical Medicine) ;
Ruiz, Miguel (Departament de Salut. Comunitat Autònoma d'Andalusia) ;
Pérez Albarracín, Glòria (Institut d'Investigació Biomèdica Sant Pau) ;
Universitat Autònoma de Barcelona
To describe trends in fertility in Spain before (pre-recession; 1998-2008) and during (recession period; 2009-2013) the economic crisis of 2008, taking into account women's age and regional unemployment in 2010. [...]
2020 - 10.1016/j.gaceta.2019.05.011
Gaceta sanitaria, Vol. 34 Núm. 3 (mayo 2020) , p. 238-244
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10 p, 1.4 MB |
Environmental behavior patterns across clusters of European Union countries : Uncovering heterogeneity in the attitude-behavior-context relationship
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Aral, Öykü H. (Universitat Autònoma de Barcelona. Departament d'Empresa) ;
López Sintas, Jordi (Universitat Autònoma de Barcelona. Departament d'Empresa)
This study examines how European Union (EU) citizens systematically differ in their environmental attitude-behavior relationships according to country-level contextual drivers. Using Eurobarometer data and a multilevel latent class regression model, we identified four attitude-behavior relationships that we labelled, according to mean environmental behavior scores, as environmentalist, pre-environmentalist, less-environmentalist, and non-environmentalist. [...]
2023 - 10.1016/j.jclepro.2023.135936
Journal of Cleaner Production, Vol. 388 (15 2023) , p. 135936
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14 p, 1.2 MB |
A Comparison of Models for the Forecast of Daily Concentration Thresholds of Airborne Fungal Spores
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Vélez-Pereira, Andrés M. (Universidad de Tarapacá. Departamento de Ingeniería Mecánica) ;
De Linares Fernández, Concepción (Universidad de Granada. Departamento de Botánica) ;
Canela, Miquel A. (IESE Business School. Departament de Ciències de la Decisió Directiva) ;
Belmonte, Jordina (Universitat Autònoma de Barcelona. Departament de Biologia Animal, de Biologia Vegetal i d'Ecologia) ;
Universitat Autònoma de Barcelona.
Institut de Ciència i Tecnologia Ambientals
Aerobiological predictive model development is of increasing interest, despite the distribution and variability of data and the limitations of statistical methods making it highly challenging. The use of concentration thresholds and models, where a binary response allows one to establish the occurrence or non-occurrence of the threshold, have been proposed to reduce difficulties. [...]
2023 - 10.3390/atmos14061016
Atmosphere (Basel), Vol. 14, Issue 6 (June 2023) , art. 1016
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