Students (Ph.D.)
- Meeseon Jeong (February 1996). A study on model checking in nonparametric regression.
- Meeyeong Yang (February 1997). Goodness of fit test in density estimation.
- Hyungsoon Kim (February 2001). Influence diagnostics in measurement error models.
- Jeeyeon Lim (February 2002). On the smooth Kaplan-Meier estimator.
- Soonyeong Hwang (February 2002). Goodness-of-fit tests in the longitudinal data.
- Guiok Jeong (August 2004). A clustering and classification method using the Laplacian matrix.
- Seongsoo Kim (August 2006). On locus ordering and construction of genetic map.
- Jimin Choi (February 2007). On the analysis of microarray data with survival time.
- Minkyung Oh (August 2008). Nonparametric estimation of conditional hazard function.
- Soonphill Hong (February 2009). Nonparametric estimation of quantile function in censored data.
- Minho Kang (February 2009). Clustering via graph theory and application to microarray data.
- Eunyeong Yoon (February 2010). Logistic regression method in interval-censored data.
- Jinmi Kim (August 2010). Reducing mean squared error in kernel density estimation.
- Hyunmi Hwang (February 2011). Influence measures and model selection in multivariate linear model.
- Yeonghee Hong (February 2015). A study on the adjacency matrix and hub in networks.
- Sunhwa Kim (August 2016). Influence Diagnostics in Support Vector Machines.
- Eunkyung Cha (February 2018). A Study on the Transformation of Censored Data.
Students (Master)
- Meeyeong Yang (February 1993). Loglinear regression diagnostics.
- Hyungsoon Kim (February 1997). Comparisons between model selection criteria.
- Jeeyeon Lim (February 1998). An estimator of quantile function via the Bezier curve for randomly right-censored data.
- Soonyeung Hwang (February 1998). Influential subsets in linear discriminant analysis.
- Jeongwon Mun (February 2000). On convex combination of local constant regression.
- Yonjoo Lee (February 2000). Cook's distance in local linear regression.
- Minkyung Oh (February 2001). On the nonparametric hazard function estimation in censored data.
- Seongsoo Kim (February 2002). Bias reduction in kernel distribution function estimation.
- Jeemin Choi (February 2003). A skewing method in kernel density estimation.
- Jinmi Kim (February 2003). Influential observations in semiparametric model.
- Jeongeun Lee (February 2005). Classification of microarray data with ordered category.
- Minho Kang (February 2005). Background correction using the kernel density estimation.
- Hyeonjeong Ahn (August 2006). Some diagnostic results in the log-rank test.
- Mina Baek (February 2009). Influence diagnostics in ridge regression model.
- Hojin Yang (February 2010). Influence diagnostics in LASSO regression model.
- Jungsu Lee (February 2011). Influential observations on the variable selection criteria.
- Jaewan Kim (August 2011) A Study on Basic Statistics in Quantile Regression.
- Jinhee Park (February 2013).On the selection of Bezier points in Bezier curve smoothing.
- Ryeonga Kim (August 2013). Efficient estimation of distribution function by the Bezier curve smoothing.
- Minji Kim (February 2014). The general linear test in the ridge regression.
- Yongsup Cha (February 2015). Bezier curve smoothing of the cumulative hazard function estimators.
- Junho Jeong (February 2017). Influential observations on the LASSO.
- Soyoung Noh (February 2017). Diagnostics for the goodness-of-fit measures in linear regression.
- Seonga Park (August 2017). Selection of groups of genes in microarray data.
- Dongwon Bak (August 2018). On the dropout rate in neural network.
- Yunkyung Kang (February 2019). Analysis of radiology data using convolutional neural network.
- Junsu Kim (February 2019). Artificial feature noising in neural network.
- Suhyeon Bae (February 2021). Estimation of the scale parameter of the adjacency in spectral clustering.
Current Advising Students
- Mina Baek (Ph.D. candidate; March. 2018)
- Sanghun Jeong (Ph.D. candidate; September. 2019)
- Jisu Kim (Master candidate; September. 2019)
- Yukyoung Seo (Master candidate; March. 2020)