A Bayesian regression model for multivariate functional data

DOI10.1016/j.csda.2009.03.026zbMath1453.62186OpenAlexW2061097145WikidataQ41720172 ScholiaQ41720172MaRDI QIDQ961857

Ori Rosen, Wesley K. Thompson

Publication date: 1 April 2010

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5604261

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Functional data analysis (62R10) Bayesian inference (62F15)

Related Items (4)

Bayesian latent factor regression for multivariate functional data with variable selection ⋮ Latent Ornstein‐Uhlenbeck models for Bayesian analysis of multivariate longitudinal categorical responses ⋮ Functional Additive Models on Manifolds of Planar Shapes and Forms ⋮ Repeated measures analysis for functional data

Uses Software

• SemiPar
• BayesDA

Cites Work

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• Identification and inference for multivariate cointegrated and ergodic Gaussian diffusions
• Handbook of stochastic methods for physics, chemistry and the natural sciences
• Nonparametric seemingly unrelated regression
• General design Bayesian generalized linear mixed models
• Closed-form likelihood expansions for multivariate diffusions
• Bayesian inference for Markov processes with diffusion and discrete components
• Functional Mixed Effects Models
• Exact and Computationally Efficient Likelihood-Based Estimation for Discretely Observed Diffusion Processes (with Discussion)
• A Stochastic Model for the Analysis of Bivariate Longitudinal AIDS Data
• A Bayesian Approach for Nonlinear Regression Models with Continuous Errors
• Semiparametric Regression
• Parsimonious Covariance Matrix Estimation for Longitudinal Data
• Automatic estimation of multivariate spectra via smoothing splines
• A Bayesian Model for Sparse Functional Data
• Bayesian Hierarchical Spatially Correlated Functional Data Analysis with Application to Colon Carcinogenesis
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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