A Bayesian regression model for multivariate functional data
type: Item
instance of: scholarly article
title: A Bayesian regression model for multivariate functional data
zbMATH Open document ID: 1453.62186
author: Ori Rosen
author: Wesley K. Thompson
published in: Computational Statistics and Data Analysis
publication date: 2010-04-01T00:00:00Z
full work available at URL: pmc5604261
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 62R10
zbMATH DE Number: 5689134
describes a project that uses: BayesDA
describes a project that uses: SemiPar
MaRDI profile type: Publication
OpenAlex ID: W2061097145
Wikidata QID: Q41720172
cites work: Closed-form likelihood expansions for multivariate diffusions
cites work: Bayesian Hierarchical Spatially Correlated Functional Data Analysis with Application to Colon Carcinogenesis
cites work: Exact and Computationally Efficient Likelihood-Based Estimation for Discretely Observed Diffusion Processes (with Discussion)
cites work: Bayesian inference for Markov processes with diffusion and discrete components
cites work: A Bayesian Approach for Nonlinear Regression Models with Continuous Errors
cites work: Handbook of stochastic methods for physics, chemistry and the natural sciences
cites work: Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)
cites work: Q4807438
cites work: Functional Mixed Effects Models
cites work: Q4875372
cites work: Identification and inference for multivariate cointegrated and ergodic Gaussian diffusions
cites work: Automatic estimation of multivariate spectra via smoothing splines
cites work: Semiparametric Regression
cites work: Nonparametric seemingly unrelated regression
cites work: Parsimonious Covariance Matrix Estimation for Longitudinal Data
cites work: A Stochastic Model for the Analysis of Bivariate Longitudinal AIDS Data
cites work: A Bayesian Model for Sparse Functional Data
cites work: General design Bayesian generalized linear mixed models
DBLP publication ID: journals/csda/RosenT09
DOI: 10.1016/J.CSDA.2009.03.026
Recommended article: Bayesian function-on-function regression for multilevel functional data
Recommended article: Q2953625
Recommended article: Bayesian latent factor regression for multivariate functional data with variable selection
Recommended article: Functional regression via variational Bayes
Recommended article: Bayesian inference of a multivariate regression model
Recommended article: Multivariate Bayesian function estimation
Recommended article: Bayesian nonparametric modeling for functional analysis of variance
Recommended article: Bayesian Latent Factor Regression for Functional and Longitudinal Data
Recommended article: A Bayesian non-parametric estimate for multivariate regression
Recommended article: Bayesian flexible beta regression model with functional covariate
description: scientific article; zbMATH DE number 5689134