Seonghyun Jeong

发表

Efficient Bayesian analysis of multivariate aggregate choices

Taeyoung Park, Seonghyun Jeong, Taeyoung Park, 2015 .

Functional clustering methods for binary longitudinal data with temporal heterogeneity

Taeyoung Park, Seonghyun Jeong, Y. Cho, 2022, Comput. Stat. Data Anal..

Model selection-based estimation for generalized additive models using mixtures of g-priors: Towards systematization

Seonghyun Jeong, Gyeong-hwa Kang, 2023, 2301.10468.

Posterior contraction in group sparse logit models for categorical responses

Seonghyun Jeong, Seonghyun Jeong, 2020, Journal of Statistical Planning and Inference.

The art of BART: On flexibility of Bayesian forests

V. Rocková, Seonghyun Jeong, V. Ročková, 2020 .

The art of BART: Minimax optimality over nonhomogeneous smoothness in high dimension

V. Rocková, Seonghyun Jeong, 2020, 2008.06620.

Coffee consumption patterns in Korean adults: the Korean National Health and Nutrition Examination Survey (2001-2011).

Taeyoung Park, Seonghyun Jeong, Y. Je, 2014, Asia Pacific journal of clinical nutrition.

Unified Bayesian theory of sparse linear regression with nuisance parameters

Subhashis Ghosal, Seonghyun Jeong, S. Ghosal, 2021, Electronic Journal of Statistics.

Unified Bayesian asymptotic theory for sparse linear regression

S. Ghosal, Seonghyun Jeong, 2020, 2008.10230.

Posterior contraction in sparse generalized linear models

S. Ghosal, Seonghyun Jeong, 2020 .

A Bayesian Convolutional Neural Network-based Generalized Linear Model

Sanghoon Han, Jaewoo Park, Seonghyun Jeong, 2022, 2210.09560.

Frequentist Properties of Bayesian Procedures for High-Dimensional Sparse Regression.

Seonghyun Jeong, Seonghyun Jeong, 2019 .

Analysis of binary longitudinal data with time-varying effects

Minjae Park, Taeyoung Park, Seonghyun Jeong, 2017, Comput. Stat. Data Anal..

Model selection-based estimation for generalized additive models using mixtures of g-priors: Towards systematization

Seonghyun Jeong, Gyeong-hwa Kang, 2023, 2301.10468.

Bayesian Model Selection in Additive Partial Linear Models Via Locally Adaptive Splines

Taeyoung Park, David A. van Dyk, Seonghyun Jeong, 2020, J. Comput. Graph. Stat..

Analysis of Poisson varying-coefficient models with autoregression

Taeyoung Park, Seonghyun Jeong, Taeyoung Park, 2018 .

Bayesian Semiparametric Inference on Functional Relationships in Linear Mixed Models

Taeyoung Park, Seonghyun Jeong, Taeyoung Park, 2016 .

The art of BART: Minimax optimality over nonhomogeneous smoothness in high dimension

Seonghyun Jeong, V. Ročková, 2020, 2008.06620.