Cargando…

Longitudinal Modeling of Age-Dependent Latent Traits with Generalized Additive Latent and Mixed Models

We present generalized additive latent and mixed models (GALAMMs) for analysis of clustered data with responses and latent variables depending smoothly on observed variables. A scalable maximum likelihood estimation algorithm is proposed, utilizing the Laplace approximation, sparse matrix computatio...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sørensen, Øystein, Fjell, Anders M., Walhovd, Kristine B.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer US 2023
Materias:	Theory & Methods
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10188428/ https://www.ncbi.nlm.nih.gov/pubmed/36976415 http://dx.doi.org/10.1007/s11336-023-09910-z

Ejemplares similares

Asymptotic Posterior Normality of Multivariate Latent Traits in an IRT Model
por: Kornely, Mia J. K., et al.
Publicado: (2022)

The Role of Conditional Likelihoods in Latent Variable Modeling
por: Skrondal, Anders, et al.
Publicado: (2022)

A Note on Likelihood Ratio Tests for Models with Latent Variables
por: Chen, Yunxiao, et al.
Publicado: (2020)

Latent Class Models for Diary Method Data: Parameter Estimation by Local Computations
por: Rijmen, Frank, et al.
Publicado: (2007)

Graphical Model Selection for Gaussian Conditional Random Fields in the Presence of Latent Variables
por: Frot, Benjamin, et al.
Publicado: (2018)

Computation for Latent Variable Model Estimation: A Unified Stochastic Proximal Framework
por: Zhang, Siliang, et al.
Publicado: (2022)

A Bayesian Approach Towards Missing Covariate Data in Multilevel Latent Regression Models
por: Aßmann, Christian, et al.
Publicado: (2022)

Partial Identification of Latent Correlations with Ordinal Data
por: Moss, Jonas, et al.
Publicado: (2023)

A Note on the Usefulness of Constrained Fourth-Order Latent Differential Equation Models in the Case of Small T
por: Hardt, Katinka, et al.
Publicado: (2020)

A Note on “Constant Latent Odds-Ratios Models and the Mantel–Haenszel Null Hypothesis” Hessen, 2005
por: Maris, Gunter
Publicado: (2007)

A two-step estimator for multilevel latent class analysis with covariates
por: Di Mari, Roberto, et al.
Publicado: (2023)

Testing for Associations between Loci and Environmental Gradients Using Latent Factor Mixed Models
por: Frichot, Eric, et al.
Publicado: (2013)

Generalized latent variable modeling : multilevel, longitudinal, and structural equation models /
por: Skrondal, Anders

Latent Markov Latent Trait Analysis for Exploring Measurement Model Changes in Intensive Longitudinal Data
por: Vogelsmeier, Leonie V. D. E., et al.
Publicado: (2020)

Framework to construct and interpret latent class trajectory modelling
por: Lennon, Hannah, et al.
Publicado: (2018)

Structural equation modeling with latent variables for longitudinal blood pressure traits using general pedigrees
por: Song, Yeunjoo E., et al.
Publicado: (2016)

Developing the HLS(19)-YP12 for measuring health literacy in young people: a latent trait analysis using Rasch modelling and confirmatory factor analysis
por: Le, Christopher, et al.
Publicado: (2022)

Latent Markov models for longitudinal data
por: Bartolucci, Francesco, et al.
Publicado: (2012)

Item Response Thresholds Models: A General Class of Models for Varying Types of Items
por: Tutz, Gerhard
Publicado: (2022)

Bayesian Analysis of ANOVA and Mixed Models on the Log-Transformed Response Variable
por: Gardini, Aldo, et al.
Publicado: (2021)

A General Theorem and Proof for the Identification of Composed CFA Models
por: Bee, R. Maximilian, et al.
Publicado: (2023)

Identifying gene regulatory network rewiring using latent differential graphical models
por: Tian, Dechao, et al.
Publicado: (2016)

Longitudinal Changes in White Matter Tract Integrity across the Adult Lifespan and Its Relation to Cortical Thinning
por: Storsve, Andreas B., et al.
Publicado: (2016)

Analyzing latent state-trait and multiple-indicator latent growth curve models as multilevel structural equation models
por: Geiser, Christian, et al.
Publicado: (2013)

MeDeCom: discovery and quantification of latent components of heterogeneous methylomes
por: Lutsik, Pavlo, et al.
Publicado: (2017)

A Lasso and a Regression Tree Mixed-Effect Model with Random Effects for the Level, the Residual Variance, and the Autocorrelation
por: Nestler, Steffen, et al.
Publicado: (2021)

Latent feature extraction with a prior-based self-attention framework for spatial transcriptomics
por: Li, Zhen, et al.
Publicado: (2023)

Latent Class Cluster Analysis: Selecting the number of clusters
por: Lezhnina, Olga, et al.
Publicado: (2022)

Volumetric and microstructural regional changes of the hippocampus underlying development of recall performance after extended retention intervals
por: Fjell, Anders M., et al.
Publicado: (2019)

Structural brain characteristics of anabolic–androgenic steroid dependence in men
por: Hauger, Lisa E., et al.
Publicado: (2019)

Latent variable modeling paradigms for genotype-trait association studies
por: Liu, Yan, et al.
Publicado: (2011)

Latent trait modeling of tau neuropathology in progressive supranuclear palsy
por: Kouri, Naomi, et al.
Publicado: (2021)

Efficient estimation of generalized linear latent variable models
por: Niku, Jenni, et al.
Publicado: (2019)

A unified model-implied instrumental variable approach for structural equation modeling with mixed variables
por: Jin, Shaobo, et al.
Publicado: (2021)

Latent variable modeling
por: Cai, Li
Publicado: (2012)

Cognitive and hippocampal changes weeks and years after memory training
por: Bråthen, Anne Cecilie Sjøli, et al.
Publicado: (2022)

MegaLMM: Mega-scale linear mixed models for genomic predictions with thousands of traits
por: Runcie, Daniel E., et al.
Publicado: (2021)

Longitudinal Research with Latent Variables
por: van Montfort, Kees, et al.
Publicado: (2010)

Frequentist Model Averaging in Structure Equation Model With Ordinal Data
por: Jin, Shaobo
Publicado: (2022)

FLAN: feature-wise latent additive neural models for biological applications
por: Nguyen, An-Phi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_k0pminhpjim1jgnup378uqfpst