Byeong Uk Park

31 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6496-3605

Seoul National University

Publications

• Identification and estimation of interaction effects in nonparametric additive regression — Biometrika 2026
• High-dimensional Hilbert–Schmidt linear regression with Hilbert manifold variables — The Annals of Statistics 2025 (name-matched, not ORCID-linked)
• Efficient functional Lasso kernel smoothing for high-dimensional additive regression — The Annals of Statistics 2024
• Partially Linear Additive Regression with a General Hilbertian Response — Journal of the American Statistical Association 2024
• Nonparametric regression on Lie groups with measurement errors — The Annals of Statistics 2022
• Additive regression for non-Euclidean responses and predictors — The Annals of Statistics 2021
• Additive Functional Regression for Densities as Responses — Journal of the American Statistical Association 2020
• Additive regression with Hilbertian responses — The Annals of Statistics 2020
• Smooth backfitting for errors-in-variables additive models — The Annals of Statistics 2018
• Operational time and in-sample density forecasting — The Annals of Statistics 2017
• Data envelope fitting with constrained polynomial splines — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Asymptotics for in-sample density forecasting — The Annals of Statistics 2015 (name-matched, not ORCID-linked)
• Model Selection via Bayesian Information Criterion for Quantile Regression Models — Journal of the American Statistical Association 2014
• Time-Varying Additive Models for Longitudinal Data — Journal of the American Statistical Association 2013
• Backfitting and smooth backfitting for additive quantile models — The Annals of Statistics 2012
• Flexible generalized varying coefficient regression models — The Annals of Statistics 2012
• Backfitting and smooth backfitting for additive quantile models — The Annals of Statistics 2010
• Asymptotic distribution of conical-hull estimators of directional edges — The Annals of Statistics 2010
• Time Series Modelling With Semiparametric Factor Dynamics — Journal of the American Statistical Association 2009
• Choice of neighbor order in nearest-neighbor classification — The Annals of Statistics 2008
• Smooth backfitting in generalized additive models — The Annals of Statistics 2008 (name-matched, not ORCID-linked)
• A simple smooth backfitting method for additive models — The Annals of Statistics 2006
• Estimation and Testing for Varying Coefficients in Additive Models With Marginal Integration — Journal of the American Statistical Association 2006
• Bandwidth selection for smooth backfitting in additive models — The Annals of Statistics 2005 (name-matched, not ORCID-linked)
• Nonparametric detection of correlated errors — Biometrika 2004 (name-matched, not ORCID-linked)
• New methods for bias correction at endpoints and boundaries — The Annals of Statistics 2002
• On Estimation of Monotone and Concave Frontier Functions — Journal of the American Statistical Association 1999
• A note on design transformation and binning in nonparametric curve estimation — Biometrika 1998 (name-matched, not ORCID-linked)
• Versions of Kernel-Type Regression Estimators — Journal of the American Statistical Association 1994
• A Cross-Validatory Choice of Smoothing Parameter in Adaptive Location Estimation — Journal of the American Statistical Association 1993
• Comparison of Data-Driven Bandwidth Selectors — Journal of the American Statistical Association 1990