Latent factor model for multivariate functional data

Cites Work

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Multilevel functional principal component analysis
Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
On dimension folding of matrix- or array-valued statistical objects
Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data
Multivariate functional principal component analysis: A normalization approach
Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains
Regularized Matrix Regression
Partial separability and functional graphical models for multivariate Gaussian processes
Functional Graphical Models
FSEM: Functional Structural Equation Models for Twin Functional Data
Localized Functional Principal Component Analysis
A pairwise interaction model for multivariate functional and longitudinal data
Fast BivariateP-Splines: The Sandwich Smoother
Linear Manifold Modelling of Multivariate Functional Data
Elucidating Age and Sex-Dependent Association Between Frontal EEG Asymmetry and Depression: An Application of Multiple Imputation in Functional Regression
Copula Gaussian Graphical Models for Functional Data
A Multi-Dimensional Functional Principal Components Analysis of EEG Data
A flexible joint model for multiple longitudinal biomarkers and a time‐to‐event outcome: With applications to dynamic prediction using highly correlated biomarkers
Joint model for survival and multivariate sparse functional data with application to a study of Alzheimer's Disease
Fast covariance estimation for multivariate sparse functional data

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