Assistant Professor Department of Applied Statistics, Yonsei University, 2018 ~.
Previous Works (~2017)
"Energy efficiency in U.S. residential rental housing: adoption rates and impact on rent". Applied Energy 2017. (with Y Seo, K Cetin, J Singh)
"Multiple imputation for nonignorable nonresponse". Journal of the Korean Statistical Society 2017. (with S Kim)
"Pearson Correlation coefficients estimation with singly truncated bivariate data". Statistics in Medicine 2017. (with E Ahn, N Beck, JK Kim, T Park)
"A propensity-score-adjustment method for nonignorable nonresponse". Journal of Survey Statistics and Methodology 2016. (with MK Riddles, JK Kim)
"A post-hoc genome-wide association study using matched samples". International Journal of Data Mining and Bioinformatics 2016. (with J Gim, S Choi, JK Kim, T Park)
"Two phase sampling approach to fractional hot deck imputation". In JSM Proceedings of Survey Research Methodology Section, American Statistical Association 2015. (with JK Kim and WA Fuller)
"Propensity score adjustment with several followups". Biometrika 2014. with (JK Kim)
"Impacts of Fractional Hot-Deck Imputation on Learning and Prediction of Engineering Data". (with Song, I., Tong, T., Ceylan, H. and Cho, IH). Accepted by IEEE TKDE.
"Does the Written Word Matter? A Hedonic Price Model Approach to Uncovering and Utilizing Information from Written Comments in Housing Ads" (with Seo, Y. and Bank, M.). Accepted by JHR.
"A semi-parametric distribution function estimator using polynomial functions". (with Morikawa, J. and Ha, H.T.). Accepted by CSDA.
"A Growth Curve based Bayesian Hierarchical Model for Multi-Building Energy Use Data Analysis". (with Hwang, H. and Cetin, K.)
"Smart Thermostats: An Aspect-Based Sentiment Analysis of Online Reviews" (with Koupaei, D.M., Cetin, K., Song, T.)
"Confirmatory aspect-based opinion mining processes". (with Song, T., Lee, Y. and Kim, J.)
"Robust Demand Estimation with Customer Choice-Based Models for Sales Transaction Data". (with Cho, S. Ferguson, M. and Pekgun, P.).
"Bias-corrected causal mediated effects for continuous and binary outcomes". (with YM Kim, T Lange, JB Cologne)