Functional Bayesian networks for discovering causality from multivariate functional data

Functional structural equation model

(2022) Kuang‐Yao Lee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Partial separability and functional graphical models for multivariate Gaussian processes

(2021) J Zapata et al.   BIOMETRIKA

Nonparametric Functional Graphical Modeling Through Functional Additive Regression Operator

(2021) Kuang-Yao Lee et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Copula Gaussian Graphical Models for Functional Data

(2020) Eftychia Solea et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Integer-Valued Functional Data Analysis for Measles Forecasting

(2019) Daniel R. Kowal   BIOMETRICS

Doubly functional graphical models in high dimensions

(2019) Xinghao Qiao et al.   BIOMETRIKA

Bayesian Semiparametric Functional Mixed Models for Serially Correlated Functional Data, with Application to Glaucoma Data

(2018) Wonyul Lee et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A nonparametric graphical model for functional data with application to brain networks based on fMRI

(2017) Bing Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sparse Multi-Dimensional Graphical Models: A Unified Bayesian Framework

(2017) Yang Ni et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Bayesian Multivariate Functional Dynamic Linear Model

(2017) Daniel R. Kowal et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Functional Graphical Models

(2017) Xinghao Qiao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Functional CAR Models for Large Spatially Correlated Functional Datasets

(2016) Lin Zhang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Identifiability of Gaussian structural equation models with equal error variances

(2013) J. Peters et al.   BIOMETRIKA

Linear manifold modelling of multivariate functional data

(2013) Jeng-Min Chiou et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Functional Causal Mediation Analysis With an Application to Brain Connectivity

(2012) Martin A. Lindquist   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sparse Matrix Graphical Models

(2012) Chenlei Leng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sparse Bayesian infinite factor models

(2011) A. Bhattacharya et al.   BIOMETRIKA

Robust, Adaptive Functional Regression in Functional Mixed Model Framework

(2011) Hongxiao Zhu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem

(2010) James G. Scott et al.   ANNALS OF STATISTICS

Estimating high-dimensional intervention effects from observational data

(2009) Marloes H. Maathuis et al.   ANNALS OF STATISTICS

Bayesian analysis of matrix normal graphical models

(2009) H. Wang et al.   BIOMETRIKA

ON SEMIPARAMETRIC REGRESSION WITH O'SULLIVAN PENALIZED SPLINES

(2008) M. P. Wand et al.   AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS