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Taeryon Choi, Ph.D. - Publications

Affiliations: 
2005 Carnegie Mellon University, Pittsburgh, PA 
Area:
Statistics
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39 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Jo S, Park B, Chung Y, Kim J, Lee E, Lee J, Choi T. Bayesian semiparametric mixed effects models for meta-analysis of the literature data : An application to cadmium toxicity studies. Statistics in Medicine. PMID 33906261 DOI: 10.1002/sim.8996  0.343
2021 Park J, Choi T, Chung Y. Nonparametric Bayesian functional two-part random effects model for longitudinal semicontinuous data analysis. Biometrical Journal. Biometrische Zeitschrift. PMID 33554393 DOI: 10.1002/bimj.201900280  0.338
2020 Noh H, Choi T, Park J, Chung Y. Bayesian latent factor regression for multivariate functional data with variable selection Journal of the Korean Statistical Society. 49: 901-923. DOI: 10.1007/S42952-019-00044-6  0.427
2020 Yu J, Park J, Choi T, Hashizume M, Kim Y, Honda Y, Chung Y. Nonparametric Bayesian Functional Meta-Regression: Applications in Environmental Epidemiology Journal of Agricultural Biological and Environmental Statistics. 1-26. DOI: 10.1007/S13253-020-00409-Z  0.394
2019 Jo S, Choi T, Park B, Lenk P. bsamGP: An R Package for Bayesian Spectral Analysis Models Using Gaussian Process Priors Journal of Statistical Software. 90: 1-41. DOI: 10.18637/Jss.V090.I10  0.478
2019 Kim H, Roh T, Choi T. Bayesian analysis of semiparametric Bernstein polynomial regression models for data with sample selection Statistics. 53: 1082-1111. DOI: 10.1080/02331888.2019.1624964  0.372
2019 Kim G, Choi T. Asymptotic properties of nonparametric estimation and quantile regression in Bayesian structural equation models Journal of Multivariate Analysis. 171: 68-82. DOI: 10.1016/J.Jmva.2018.11.009  0.425
2017 Yang J, Cox DD, Lee JS, Ren P, Choi T. Efficient Bayesian hierarchical functional data analysis with basis function approximations using Gaussian-Wishart processes. Biometrics. PMID 28395117 DOI: 10.1111/Biom.12705  0.427
2017 Ong VMH, Mensah DK, Nott DJ, Jo S, Park B, Choi T. A variational Bayes approach to a semiparametric regression using Gaussian process priors Electronic Journal of Statistics. 11: 4258-4296. DOI: 10.1214/17-Ejs1324  0.343
2017 Hart JD, Choi T. Nonparametric Goodness of Fit via Cross-Validation Bayes Factors Bayesian Analysis. 12: 653-677. DOI: 10.1214/16-Ba1018  0.428
2017 Kim G, Kim Y, Choi T. Bayesian Analysis of the Proportional Hazards Model with Time‐Varying Coefficients Scandinavian Journal of Statistics. 44: 524-544. DOI: 10.1111/Sjos.12263  0.39
2017 Choi T, Omori Y, Smith M, Walker SG. Special issue on Bayesian methods in statistics and econometrics Econometrics and Statistics. 3: 1-2. DOI: 10.1016/J.Ecosta.2017.05.003  0.325
2016 Yang J, Zhu H, Choi T, Cox DD. Smoothing and Mean-Covariance Estimation of Functional Data with a Bayesian Hierarchical Model. Bayesian Analysis. 11: 649-670. PMID 34457106 DOI: 10.1214/15-ba967  0.354
2016 Jo S, Seok I, Choi T. A nonparametric Bayesian seemingly unrelated regression model Korean Journal of Applied Statistics. 29: 627-641. DOI: 10.5351/KJAS.2016.29.4.627  0.344
2016 Yang J, Zhu H, Choi T, Cox DD. Smoothing and mean-Covariance estimation of functional data with a bayesian hierarchical model Bayesian Analysis. 11: 649-670. DOI: 10.1214/15-Ba967  0.45
2016 Jo S, Roh T, Choi T. Bayesian spectral analysis models for quantile regression with Dirichlet process mixtures Journal of Nonparametric Statistics. 28: 177-206. DOI: 10.1080/10485252.2015.1124877  0.516
2016 Choi T, Kim HJ, Jo S. Bayesian variable selection approach to a Bernstein polynomial regression model with stochastic constraints Journal of Applied Statistics. 1-21. DOI: 10.1080/02664763.2016.1143456  0.495
2016 Kim HJ, Choi T, Lee S. A hierarchical Bayesian regression model for the uncertain functional constraint using screened scale mixtures of Gaussian distributions Statistics. 50: 350-376. DOI: 10.1080/02331888.2015.1100616  0.445
2016 Lian H, Choi T, Meng J, Jo S. Posterior convergence for Bayesian functional linear regression Journal of Multivariate Analysis. 150: 27-41. DOI: 10.1016/J.Jmva.2016.04.008  0.422
2016 Kim HJ, Choi T, Jo S. Bayesian factor analysis with uncertain functional constraints about factor loadings Journal of Multivariate Analysis. 144: 110-128. DOI: 10.1016/J.Jmva.2015.11.006  0.393
2016 Hart JD, Choi T, Yi S. Frequentist nonparametric goodness-of-fit tests via marginal likelihood ratios Computational Statistics and Data Analysis. 96: 120-132. DOI: 10.1016/J.Csda.2015.10.013  0.383
2015 Choi T, Woo Y. A partially linear model using a Gaussian process prior Communications in Statistics: Simulation and Computation. 44: 1770-1786. DOI: 10.1080/03610918.2013.833226  0.477
2015 Choi T, Rousseau J. A note on Bayes factor consistency in partial linear models Journal of Statistical Planning and Inference. 166: 158-170. DOI: 10.1016/J.Jspi.2015.03.009  0.439
2014 Kim HJ, Choi T. On bayesian estimation of regression models subject to uncertainty about functional constraints Journal of the Korean Statistical Society. 43: 133-147. DOI: 10.1016/J.Jkss.2013.03.005  0.487
2014 Choi T. Jon Wakefield: Bayesian and Frequentist Regression Methods Journal of Agricultural, Biological, and Environmental Statistics. 19: 316-317. DOI: 10.1007/S13253-014-0169-Y  0.436
2013 Choi T, Woo Y. On asymptotic properties of Bayesian partially linear models Journal of the Korean Statistical Society. 42: 529-541. DOI: 10.1016/J.Jkss.2013.03.003  0.468
2012 Woo Y, Choi T, Kim W. A Comparative Study on the Performance of Bayesian Partially Linear Models Communications For Statistical Applications and Methods. 19: 885-898. DOI: 10.5351/Ckss.2012.19.6.885  0.468
2011 Yi G, Shi JQ, Choi T. Penalized gaussian process regression and classification for high-dimensional nonlinear data. Biometrics. 67: 1285-1294. PMID 21385168 DOI: 10.1111/J.1541-0420.2011.01576.X  0.434
2011 Kim JM, Sungur EA, Choi T, Heo TY. Generalized bivariate copulas and their properties Model Assisted Statistics and Applications. 6: 127-136. DOI: 10.3233/Mas-2011-0185  0.32
2011 Choi T, Shi JQ, Wang B. A Gaussian process regression approach to a single-index model Journal of Nonparametric Statistics. 23: 21-36. DOI: 10.1080/10485251003768019  0.452
2011 Yi S, Choi T. A direct approach to understanding posterior consistency of Bayesian regression problems Communications in Statistics - Theory and Methods. 40: 3315-3326. DOI: 10.1080/03610926.2010.498646  0.378
2011 Kim J, Jung Y, Choi T, Sungur EA. Partial correlation with copula modeling Computational Statistics & Data Analysis. 55: 1357-1366. DOI: 10.1016/J.Csda.2010.09.025  0.336
2010 Choi T, Schervish MJ, Schmitt KA, Small MJ. Bayesian hierarchical analysis for multiple health endpoints in a toxicity study Journal of Agricultural, Biological, and Environmental Statistics. 15: 290-307. DOI: 10.1007/S13253-010-0019-5  0.606
2009 Choi T, Lee J, Roy A. A note on the Bayes factor in a semiparametric regression model Journal of Multivariate Analysis. 100: 1316-1327. DOI: 10.1016/J.Jmva.2008.12.006  0.441
2009 Choi T. Asymptotic properties of posterior distributions in nonparametric regression with non-Gaussian errors Annals of the Institute of Statistical Mathematics. 61: 835-859. DOI: 10.1007/S10463-008-0168-2  0.415
2008 Choi T, Schervish MJ, Schmitt KA, Small MJ. A Bayesian approach to a logistic regression model with incomplete information. Biometrics. 64: 424-30. PMID 17764482 DOI: 10.1111/J.1541-0420.2007.00887.X  0.637
2008 Choi T. Convergence of posterior distribution in the mixture of regressions Journal of Nonparametric Statistics. 20: 337-351. DOI: 10.1080/10485250802018303  0.44
2007 Choi T. Alternative posterior consistency results in nonparametric binary regression using Gaussian process priors Journal of Statistical Planning and Inference. 137: 2975-2983. DOI: 10.1016/J.Jspi.2006.11.001  0.405
2007 Choi T, Schervish MJ. On posterior consistency in nonparametric regression problems Journal of Multivariate Analysis. 98: 1969-1987. DOI: 10.1016/J.Jmva.2007.01.004  0.606
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