Taeryon Choi

发表

Inference and computation for Gaussian process regression (GPR) model

Jian Qing Shi, Taeryon Choi, 2011 .

bsamGP: An R Package for Bayesian Spectral Analysis Models Using Gaussian Process Priors

Peter J. Lenk, Taeryon Choi, Seongil Jo, 2019, Journal of Statistical Software.

Smoothing and Mean-Covariance Estimation of Functional Data with a Bayesian Hierarchical Model.

Jingjing Yang, Dennis D. Cox, Hongxiao Zhu, 2014, Bayesian analysis.

Nonparametric Goodness of Fit via Cross-Validation Bayes Factors

Taeryon Choi, Jeffrey D. Hart, T. Choi, 2017 .

Inference and computation for Gaussian process regression (GPR) model

Taeryon Choi, 2011 .

Use of Cross-validation Bayes Factors to Test Equality of Two Densities

Taeryon Choi, Jeffery Hart, Naveed Merchant, 2020, 2003.06368.

Nonparametric Bayesian Functional Meta-Regression: Applications in Environmental Epidemiology

Yeonseung Chung, Jinsu Park, Taeryon Choi, 2020 .

Bayesian Analysis of the Proportional Hazards Model with Time‐Varying Coefficients

Yongdai Kim, Taeryon Choi, Gwangsu Kim, 2017 .

On asymptotic properties of Bayesian partially linear models

Taeryon Choi, Yoonsung Woo, T. Choi, 2013 .

Efficient Bayesian hierarchical functional data analysis with basis function approximations using Gaussian–Wishart processes

Dennis D. Cox, Jingjing Yang, Taeryon Choi, 2015, Biometrics.

Asymptotic properties of posterior distributions in nonparametric regression with non-Gaussian errors

Taeryon Choi, T. Choi, 2009 .

Generalized Gaussian process regression for non-Gaussian functional data

Jian Qing Shi, Taeryon Choi, 2011 .

Bayesian analysis of shape-restricted functions using Gaussian process priors

Peter J. Lenk, Taeryon Choi, P. Lenk, 2017 .

Alternative posterior consistency results in nonparametric binary regression using Gaussian process priors

Taeryon Choi, T. Choi, Taeryon Choi, 2007 .