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Clustering longitudinal data: comparison of model-based and distance-based approaches using simulated and real-world data in psychiatric research.

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Title: Clustering longitudinal data: comparison of model-based and distance-based approaches using simulated and real-world data in psychiatric research.
Authors: Julià L; Institut D'Investigations Biomèdiques August Pi i Sunyer (IDIBAPs), Barcelona, Spain.; Department of Basic Clinical Practice, University of Barcelona, Barcelona, E-08036, Spain., Sánchez-Torres AM; Department of Health Sciences, Universidad Pública de Navarra, Pamplona, Spain.; Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain., Merchan J; Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, Madrid, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain., Amoretti S; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.; Psychiatry, Mental Health and Addictions Group, Vall d'Hebron Research Institute (VHIR), Instituto de Investigación Sanitaria Acreditado Instituto de Investigación - Hospital Universitario Vall d'Hebron (IR-HUVH), Barcelona, Spain., Carrasco JL; Department of Basic Clinical Practice, University of Barcelona, Barcelona, E-08036, Spain. jlcarrasco@ub.edu., Mas S; Institut D'Investigations Biomèdiques August Pi i Sunyer (IDIBAPs), Barcelona, Spain. sergimash@ub.edu.; Department of Basic Clinical Practice, University of Barcelona, Barcelona, E-08036, Spain. sergimash@ub.edu.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain. sergimash@ub.edu.
Source: BMC medical research methodology [BMC Med Res Methodol] 2026 May 23; Vol. 26 (1). Date of Electronic Publication: 2026 May 23.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968545 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2288 (Electronic) Linking ISSN: 14712288 NLM ISO Abbreviation: BMC Med Res Methodol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Clustering longitudinal data: comparison of model-based and distance-based approaches using simulated and real-world data in psychiatric research.
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  Data: <searchLink fieldCode="AU" term="%22Julià+L%22">Julià L</searchLink>; Institut D'Investigations Biomèdiques August Pi i Sunyer (IDIBAPs), Barcelona, Spain.; Department of Basic Clinical Practice, University of Barcelona, Barcelona, E-08036, Spain.<br /><searchLink fieldCode="AU" term="%22Sánchez-Torres+AM%22">Sánchez-Torres AM</searchLink>; Department of Health Sciences, Universidad Pública de Navarra, Pamplona, Spain.; Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain.<br /><searchLink fieldCode="AU" term="%22Merchan+J%22">Merchan J</searchLink>; Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, Madrid, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Amoretti+S%22">Amoretti S</searchLink>; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.; Psychiatry, Mental Health and Addictions Group, Vall d'Hebron Research Institute (VHIR), Instituto de Investigación Sanitaria Acreditado Instituto de Investigación - Hospital Universitario Vall d'Hebron (IR-HUVH), Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Carrasco+JL%22">Carrasco JL</searchLink>; Department of Basic Clinical Practice, University of Barcelona, Barcelona, E-08036, Spain. jlcarrasco@ub.edu.<br /><searchLink fieldCode="AU" term="%22Mas+S%22">Mas S</searchLink>; Institut D'Investigations Biomèdiques August Pi i Sunyer (IDIBAPs), Barcelona, Spain. sergimash@ub.edu.; Department of Basic Clinical Practice, University of Barcelona, Barcelona, E-08036, Spain. sergimash@ub.edu.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain. sergimash@ub.edu.
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  Data: <searchLink fieldCode="JN" term="%22100968545%22">BMC medical research methodology</searchLink> [BMC Med Res Methodol] 2026 May 23; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 May 23.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968545 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2288 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712288%22">14712288 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Res Methodol <i>Subsets: </i>MEDLINE
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              Text: 2026 May 23
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