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Modelling non-linear psychological processes:Reviewing and evaluating non-parametric approaches and their applicability to intensive longitudinal data

• Authors : Failenschmid, Jan I.; Vogelsmeier, Leonie V. D. E.; Mulder, Joris

Subjects: Gaussian process; Generalized additive model; Intensive longitudinal data

• Source: Failenschmid, J I, Vogelsmeier, L V D E, Mulder, J & Jongerling, J 2025, 'Modelling non-linear psychological processes : Reviewing and evaluating non-parametric approaches and their applicability to

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Generalized Dynamic Coefficient Models for Longitudinal Data Analysis in Health: An Application in HIV/AIDS and COVID-19 ; Modelos de coeficientes dinámicos generalizados para el análisis de datos longitudinales en salud: una aplicación en HIV/AIDS y COVID-19

• Authors : Sosa, Juan; Casadiego Rincón, Elkin Javier

Subjects: Longitudinal data analysis; radial basis kernel functions; regression splines

• Source: Comunicaciones en Estadística; Vol. 18 No. 1 (2025): Revista Comunicaciones en Estadística: Volumen 18 Número Año 2025 ; Comunicaciones en Estadística; Vol. 18 Núm. 1 (2025): Revista

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Use of Attention Maps to Enrich Discriminability in Deep Learning Prediction Models Using Longitudinal Data from Electronic Health Records

• Authors : Carrasco-Ribelles, Lucía Amalia; Cabrera-Bean, Margarita; Llanes-Jurado, José ...

Subjects: Attention mechanism; Clinical plausibility; Discriminability

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Use of attention maps to enrich discriminability in deep learning prediction models using longitudinal data from electronic health records

• Authors : Carrasco Ribelles, Lucía Amalia; Cabrera-Bean, Margarita; Llanes Jurado, José ...

Subjects: Àrees temàtiques de la UPC::Informàtica::Aplicacions de la informàtica::Bioinformàtica; Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic; Attention mechanism

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Estimation of Biresponse Semiparametric Regression Model for Longitudinal Data Using Local Polynomial Kernel Estimator

• Authors : Tiani Wahyu Utami; Nur Chamidah; Toha Saifudin

Subjects: estimation; Biresponse Semiparametric Regression; longitudinal data

• Source: Symmetry ; Volume 17 ; Issue 3 ; Pages: 392

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Analysing matched continuous longitudinal data: A review

• Authors : Delporte, Margaux; Aerts, Marc; Verbeke, Geert

Subjects: Science & Technology; Life Sciences & Biomedicine; Physical Sciences

• Source: ISSN:0962-2802 ; ISSN:1477-0334 ; Statistical Methods In Medical Research, vol. 34 (1), (170-179.

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Joint modelling of longitudinal data: a scoping review of methodology and applications for non-time to event data

• Authors : Rehema K. Ouko; Mavuto Mukaka; Eric O. Ohuma

Subjects: Joint modelling; Longitudinal data; Non-time-to-event outcomes

• Source: BMC Medical Research Methodology, Vol 25, Iss 1, Pp 1-10 (2025)

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Artificial intelligence methods applied to longitudinal data from electronic health records for prediction of cancer: a scoping review

• Authors : Victoria Moglia; Owen Johnson; Gordon Cook

Subjects: Machine learning; Health data; Longitudinal data

• Source: BMC Medical Research Methodology, Vol 25, Iss 1, Pp 1-17 (2025)

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Capturing fluctuations in multivariate intensive longitudinal data

• Authors : Katerina M. Marcoulides; Hannah Hamling

Subjects: multivariate intensive longitudinal data; dimension reduction; time series analysis

• Source: Methods in Psychology, Vol 13, Iss , Pp 100211- (2025)

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Evaluating educational impact for social inclusion and competence development: longitudinal data, evidence based policy, and pedagogical science in the spirit of Raimond Buyse

• Authors : Chiappelli, Tiziana; Leoncini, Sabina;

Subjects: Impact Evaluation; Socio-Educational Inequalities; Quanti-Qualitative Longitudinal Data

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