Seonghyun Jeong
Works (6)
Updated: April 11th, 2023 10:13
2021 journal article
Posterior contraction in sparse generalized linear models
BIOMETRIKA, 108(2), 367–379.
author keywords: Fractional posterior; Generalized linear model; High-dimensional regression; Posterior contraction rate; Sparsity-inducing prior
Source: Web Of Science
Added: July 12, 2021
2021 journal article
Unified Bayesian theory of sparse linear regression with nuisance parameters
ELECTRONIC JOURNAL OF STATISTICS, 15(1), 3040–3111.
author keywords: Bernstein-von Mises theorems; High-dimensional regression; Model selection consistency; Posterior contraction rates; Sparse priors
projecteuclid.org (publisher PDF)
Source: Web Of Science
Added: June 28, 2021
2020 journal article
Bayesian linear regression for multivariate responses under group sparsity
BERNOULLI, 26(3), 2353–2382.
author keywords: Bayesian variable selection; covariance matrix; group sparsity; multivariate linear regression; posterior contraction rate; Renyi divergence; spike-and-slab prior
Source: Web Of Science
Added: May 18, 2020
2019 journal article
Emerging procurement technology: data analytics and cognitive analytics
INTERNATIONAL JOURNAL OF PHYSICAL DISTRIBUTION & LOGISTICS MANAGEMENT, 49(10), 972–1002.
Sources: Web Of Science, ORCID
Added: December 16, 2019
2018 journal article
Analysis of Poisson varying-coefficient models with autoregression
Statistics, 52(1), 34–49.
Source: NC State University Libraries
Added: August 6, 2018
2017 journal article
Analysis of binary longitudinal data with time-varying effects
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 112, 145–153.
author keywords: Longitudinal data; Probit mixed model; Nonparametric regression; Partial collapse; Repeated measures
Source: Web Of Science
Added: August 6, 2018
