Följ
Kyoungjae Lee
Titel
Citeras av
Citeras av
År
Estimating large precision matrices via modified Cholesky decomposition
K Lee, J Lee
Statistica Sinica 31 (1), 173-196, 2021
26*2021
Minimax posterior convergence rates and model selection consistency in high-dimensional DAG models based on sparse Cholesky factors
K Lee, J Lee, L Lin
The Annals of Statistics 47 (6), 3413-3437, 2019
252019
Bayesian group selection in logistic regression with application to MRI data analysis
K Lee, X Cao
Biometrics 77 (2), 391-400, 2021
192021
Optimal Bayesian minimax rates for unconstrained large covariance matrices
K Lee, J Lee
192018
Laplace based approximate posterior inference for differential equation models
SC Dass, J Lee, K Lee, J Park
Statistics and Computing 27, 679-698, 2017
192017
The beta-mixture shrinkage prior for sparse covariances with near-minimax posterior convergence rate
K Lee, S Jo, J Lee
Journal of Multivariate Analysis 192, 105067, 2022
9*2022
Inference for differential equation models using relaxation via dynamical systems
K Lee, J Lee, SC Dass
Computational statistics & data analysis 127, 116-134, 2018
92018
Bayesian variable selection in logistic regression with application to whole-brain functional connectivity analysis for Parkinson’s disease
X Cao, K Lee, Q Huang
Statistical Methods in Medical Research 30 (3), 826-842, 2021
72021
Post-processed posteriors for banded covariances
K Lee, K Lee, J Lee
Bayesian Analysis 18 (3), 1017-1040, 2023
62023
Variable selection using nonlocal priors in high-dimensional generalized linear models with application to fMRI data analysis
X Cao, K Lee
Entropy 22 (8), 807, 2020
62020
Bayesian inference for high-dimensional decomposable graphs
K Lee, X Cao
52021
Maximum pairwise Bayes factors for covariance structure testing
K Lee, L Lin, D Dunson
Electronic Journal of Statistics 15 (2), 4384-4419, 2021
42021
Bayesian bandwidth test and selection for high-dimensional banded precision matrices
K Lee, L Lin
42020
Bayesian Optimal Two-Sample Tests for High-Dimensional Gaussian Populations
K Lee, K You, L Lin
Bayesian Analysis 1 (1), 1-25, 2023
3*2023
Bayesian joint inference for multiple directed acyclic graphs
K Lee, X Cao
Journal of Multivariate Analysis 191, 105003, 2022
32022
Joint bayesian variable and dag selection consistency for high-dimensional regression models with network-structured covariates
X Cao, K Lee
Statistica Sinica 31 (3), 1509-1530, 2021
32021
History and future of Bayesian statistics
J Lee, K Lee, Y Leea
The Korean Journal of Applied Statistics 27 (6), 855-863, 2014
32014
Bayesian high-dimensional semi-parametric inference beyond sub-Gaussian errors
K Lee, M Chae, L Lin
Journal of the Korean Statistical Society 50 (2), 511-527, 2021
22021
Introduction to the indian buffet process: Theory and applications
Y Lee, K Lee, K Lee, J Lee, J Seo
The Korean Journal of Applied Statistics 28 (2), 251-267, 2015
22015
Bayesian inference on hierarchical nonlocal priors in generalized linear models
X Cao, K Lee
Bayesian Analysis 19 (1), 99-122, 2024
12024
Systemet kan inte utföra åtgärden just nu. Försök igen senare.
Artiklar 1–20